Pandas Profiling Report

Dataset statistics

Number of variables	66
Number of observations	182242
Missing cells	3131080
Missing cells (%)	26.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	91.8 MiB
Average record size in memory	528.0 B

Variable types

Numeric	23
Text	14
Categorical	27
Boolean	1
Unsupported	1

Alerts

`BLDG_SEQ` has constant value "1"	Constant
`SFYI_VALUE` has constant value "0"	Constant
`AC_TYPE` is highly overall correlated with `COM_UNITS` and 4 other fields	High correlation
`BDRM_COND` is highly overall correlated with `GROSS_AREA` and 3 other fields	High correlation
`BED_RMS` is highly overall correlated with `FULL_BTH` and 5 other fields	High correlation
`BTHRM_STYLE1` is highly overall correlated with `BTHRM_STYLE2` and 8 other fields	High correlation
`BTHRM_STYLE2` is highly overall correlated with `BTHRM_STYLE1` and 7 other fields	High correlation
`BTHRM_STYLE3` is highly overall correlated with `BTHRM_STYLE1` and 9 other fields	High correlation
`CD_FLOOR` is highly overall correlated with `KITCHEN_STYLE2` and 2 other fields	High correlation
`CITY` is highly overall correlated with `CM_ID` and 4 other fields	High correlation
`CM_ID` is highly overall correlated with `CITY` and 5 other fields	High correlation
`COM_UNITS` is highly overall correlated with `AC_TYPE` and 6 other fields	High correlation
`CORNER_UNIT` is highly overall correlated with `GROSS_AREA` and 5 other fields	High correlation
`EXT_FNISHED` is highly overall correlated with `NUM_PARKING` and 1 other fields	High correlation
`FULL_BTH` is highly overall correlated with `BED_RMS` and 2 other fields	High correlation
`GIS_ID` is highly overall correlated with `CITY` and 4 other fields	High correlation
`GROSS_AREA` is highly overall correlated with `AC_TYPE` and 19 other fields	High correlation
`HEAT_SYSTEM` is highly overall correlated with `COM_UNITS` and 5 other fields	High correlation
`HEAT_TYPE` is highly overall correlated with `COM_UNITS` and 4 other fields	High correlation
`INT_COND` is highly overall correlated with `BTHRM_STYLE1` and 4 other fields	High correlation
`INT_WALL` is highly overall correlated with `GROSS_AREA` and 1 other fields	High correlation
`KITCHENS` is highly overall correlated with `BED_RMS` and 4 other fields	High correlation
`KITCHEN_STYLE1` is highly overall correlated with `BTHRM_STYLE1` and 8 other fields	High correlation
`KITCHEN_STYLE2` is highly overall correlated with `BTHRM_STYLE1` and 11 other fields	High correlation
`KITCHEN_STYLE3` is highly overall correlated with `BDRM_COND` and 13 other fields	High correlation
`KITCHEN_TYPE` is highly overall correlated with `GROSS_AREA` and 4 other fields	High correlation
`LIVING_AREA` is highly overall correlated with `AC_TYPE` and 18 other fields	High correlation
`LU` is highly overall correlated with `CD_FLOOR` and 9 other fields	High correlation
`LUC` is highly overall correlated with `BTHRM_STYLE1` and 9 other fields	High correlation
`NUM_PARKING` is highly overall correlated with `BDRM_COND` and 5 other fields	High correlation
`ORIENTATION` is highly overall correlated with `GROSS_AREA` and 5 other fields	High correlation
`OWN_OCC` is highly overall correlated with `COM_UNITS` and 3 other fields	High correlation
`PID` is highly overall correlated with `CITY` and 4 other fields	High correlation
`PROP_VIEW` is highly overall correlated with `COM_UNITS` and 1 other fields	High correlation
`RC_UNITS` is highly overall correlated with `AC_TYPE` and 6 other fields	High correlation
`RES_FLOOR` is highly overall correlated with `BED_RMS` and 5 other fields	High correlation
`RES_UNITS` is highly overall correlated with `AC_TYPE` and 4 other fields	High correlation
`ROOF_COVER` is highly overall correlated with `ROOF_STRUCTURE`	High correlation
`ROOF_STRUCTURE` is highly overall correlated with `ROOF_COVER`	High correlation
`STRUCTURE_CLASS` is highly overall correlated with `COM_UNITS` and 3 other fields	High correlation
`TT_RMS` is highly overall correlated with `BED_RMS` and 5 other fields	High correlation
`YR_BUILT` is highly overall correlated with `BTHRM_STYLE3` and 3 other fields	High correlation
`ZIP_CODE` is highly overall correlated with `CITY` and 4 other fields	High correlation
`_id` is highly overall correlated with `CITY` and 4 other fields	High correlation
`NUM_BLDGS` is highly imbalanced (99.9%)	Imbalance
`INT_WALL` is highly imbalanced (88.5%)	Imbalance
`OVERALL_COND` is highly imbalanced (69.8%)	Imbalance
`BDRM_COND` is highly imbalanced (61.9%)	Imbalance
`PROP_VIEW` is highly imbalanced (62.3%)	Imbalance
`CM_ID` has 88951 (48.8%) missing values	Missing
`ST_NUM` has 9363 (5.1%) missing values	Missing
`UNIT_NUM` has 99629 (54.7%) missing values	Missing
`BLDG_TYPE` has 2616 (1.4%) missing values	Missing
`MAIL_ADDRESSEE` has 147830 (81.1%) missing values	Missing
`RES_FLOOR` has 33792 (18.5%) missing values	Missing
`CD_FLOOR` has 110270 (60.5%) missing values	Missing
`RES_UNITS` has 171474 (94.1%) missing values	Missing
`COM_UNITS` has 171474 (94.1%) missing values	Missing
`RC_UNITS` has 171474 (94.1%) missing values	Missing
`LAND_SF` has 8002 (4.4%) missing values	Missing
`GROSS_AREA` has 33848 (18.6%) missing values	Missing
`LIVING_AREA` has 34141 (18.7%) missing values	Missing
`YR_BUILT` has 22786 (12.5%) missing values	Missing
`YR_REMODEL` has 95524 (52.4%) missing values	Missing
`STRUCTURE_CLASS` has 164836 (90.4%) missing values	Missing
`ROOF_STRUCTURE` has 36225 (19.9%) missing values	Missing
`ROOF_COVER` has 36219 (19.9%) missing values	Missing
`INT_WALL` has 48749 (26.7%) missing values	Missing
`EXT_FNISHED` has 22884 (12.6%) missing values	Missing
`INT_COND` has 48746 (26.7%) missing values	Missing
`EXT_COND` has 36158 (19.8%) missing values	Missing
`OVERALL_COND` has 9587 (5.3%) missing values	Missing
`BED_RMS` has 48765 (26.8%) missing values	Missing
`FULL_BTH` has 11644 (6.4%) missing values	Missing
`HLF_BTH` has 11509 (6.3%) missing values	Missing
`KITCHENS` has 11718 (6.4%) missing values	Missing
`TT_RMS` has 48829 (26.8%) missing values	Missing
`BDRM_COND` has 110500 (60.6%) missing values	Missing
`BTHRM_STYLE1` has 49548 (27.2%) missing values	Missing
`BTHRM_STYLE2` has 97077 (53.3%) missing values	Missing
`BTHRM_STYLE3` has 145740 (80.0%) missing values	Missing
`KITCHEN_TYPE` has 49555 (27.2%) missing values	Missing
`KITCHEN_STYLE1` has 49549 (27.2%) missing values	Missing
`KITCHEN_STYLE2` has 150994 (82.9%) missing values	Missing
`KITCHEN_STYLE3` has 168497 (92.5%) missing values	Missing
`HEAT_TYPE` has 48242 (26.5%) missing values	Missing
`HEAT_SYSTEM` has 110013 (60.4%) missing values	Missing
`AC_TYPE` has 48272 (26.5%) missing values	Missing
`FIREPLACES` has 49534 (27.2%) missing values	Missing
`ORIENTATION` has 110268 (60.5%) missing values	Missing
`NUM_PARKING` has 48623 (26.7%) missing values	Missing
`PROP_VIEW` has 46953 (25.8%) missing values	Missing
`CORNER_UNIT` has 110271 (60.5%) missing values	Missing
`COM_UNITS` is highly skewed (γ1 = 61.02897174)	Skewed
`RC_UNITS` is highly skewed (γ1 = 59.88420383)	Skewed
`GROSS_AREA` is highly skewed (γ1 = 55.89596558)	Skewed
`LIVING_AREA` is highly skewed (γ1 = 63.65241616)	Skewed
`YR_BUILT` is highly skewed (γ1 = 146.1067555)	Skewed
`YR_REMODEL` is highly skewed (γ1 = 248.0727809)	Skewed
`NUM_PARKING` is highly skewed (γ1 = 29.67993455)	Skewed
`_id` is uniformly distributed	Uniform
`_id` has unique values	Unique
`MAIL_ZIP_CODE` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`CD_FLOOR` has 8077 (4.4%) zeros	Zeros
`COM_UNITS` has 10131 (5.6%) zeros	Zeros
`RC_UNITS` has 10731 (5.9%) zeros	Zeros
`BED_RMS` has 3184 (1.7%) zeros	Zeros
`FULL_BTH` has 36940 (20.3%) zeros	Zeros
`HLF_BTH` has 135661 (74.4%) zeros	Zeros
`KITCHENS` has 36863 (20.2%) zeros	Zeros
`FIREPLACES` has 96980 (53.2%) zeros	Zeros
`NUM_PARKING` has 58524 (32.1%) zeros	Zeros

Reproduction

Analysis started	2024-09-12 18:37:28.999228
Analysis finished	2024-09-12 18:38:49.866347
Duration	1 minute and 20.87 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

_id
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	182242
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91121.5

Minimum	1
Maximum	182242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	9113.05
Q1	45561.25
median	91121.5
Q3	136681.75
95-th percentile	173129.95
Maximum	182242
Range	182241
Interquartile range (IQR)	91120.5

Descriptive statistics

Standard deviation	52608.878
Coefficient of variation (CV)	0.57734869
Kurtosis	-1.2
Mean	91121.5
Median Absolute Deviation (MAD)	45560.5
Skewness	0
Sum	1.6606164 × 10¹⁰
Variance	2.7676941 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
121466	1	< 0.1%
121490	1	< 0.1%
121491	1	< 0.1%
121492	1	< 0.1%
121493	1	< 0.1%
121494	1	< 0.1%
121495	1	< 0.1%
121496	1	< 0.1%
121497	1	< 0.1%
Other values (182232)	182232	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
182242	1	< 0.1%
182241	1	< 0.1%
182240	1	< 0.1%
182239	1	< 0.1%
182238	1	< 0.1%
182237	1	< 0.1%
182236	1	< 0.1%
182235	1	< 0.1%
182234	1	< 0.1%
182233	1	< 0.1%

PID
Real number (ℝ)

HIGH CORRELATION

Distinct	182235
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1400927 × 10⁹

Minimum	1.00001 × 10⁸
Maximum	2.20567 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1.00001 × 10⁸
5-th percentile	1.0619905 × 10⁸
Q1	5.0158801 × 10⁸
median	1.1026175 × 10⁹
Q3	1.810508 × 10⁹
95-th percentile	2.102473 × 10⁹
Maximum	2.20567 × 10⁹
Range	2.105669 × 10⁹
Interquartile range (IQR)	1.30892 × 10⁹

Descriptive statistics

Standard deviation	7.0911136 × 10⁸
Coefficient of variation (CV)	0.62197691
Kurtosis	-1.5581055
Mean	1.1400927 × 10⁹
Median Absolute Deviation (MAD)	7.0156449 × 10⁸
Skewness	0.034817957
Sum	2.0777278 × 10¹⁴
Variance	5.0283892 × 10¹⁷
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2100710002	2	< 0.1%
1404289000	2	< 0.1%
602671206	2	< 0.1%
203102008	2	< 0.1%
501706002	2	< 0.1%
1300783000	2	< 0.1%
1603979000	2	< 0.1%
1702873000	1	< 0.1%
1702866000	1	< 0.1%
1702867000	1	< 0.1%
Other values (182225)	182225	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100001000	1	< 0.1%
100002000	1	< 0.1%
100003000	1	< 0.1%
100004000	1	< 0.1%
100005000	1	< 0.1%
100006000	1	< 0.1%
100007000	1	< 0.1%
100008000	1	< 0.1%
100009000	1	< 0.1%
100010000	1	< 0.1%

Value	Count	Frequency (%)
2205670000	1	< 0.1%
2205669000	1	< 0.1%
2205668000	1	< 0.1%
2205667000	1	< 0.1%
2205666000	1	< 0.1%
2205665004	1	< 0.1%
2205665002	1	< 0.1%
2205665000	1	< 0.1%
2205664000	1	< 0.1%
2205663001	1	< 0.1%

CM_ID
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	10770
Distinct (%)	11.5%
Missing	88951
Missing (%)	48.8%
Infinite	0
Infinite (%)	0.0%
Mean	9.1756087 × 10⁸

Minimum	1.00018 × 10⁸
Maximum	2.205665 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1.00018 × 10⁸
5-th percentile	2.00204 × 10⁸
Q1	3.06906 × 10⁸
median	6.026424 × 10⁸
Q3	1.602331 × 10⁹
95-th percentile	2.102331 × 10⁹
Maximum	2.205665 × 10⁹
Range	2.105647 × 10⁹
Interquartile range (IQR)	1.295425 × 10⁹

Descriptive statistics

Standard deviation	6.8964632 × 10⁸
Coefficient of variation (CV)	0.75160825
Kurtosis	-1.0506641
Mean	9.1756087 × 10⁸
Median Absolute Deviation (MAD)	3.002954 × 10⁸
Skewness	0.71010661
Sum	8.5600171 × 10¹³
Variance	4.7561204 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300450000	846	0.5%
300475000	816	0.4%
304850000	685	0.4%
306010010	538	0.3%
304590010	443	0.2%
306455010	425	0.2%
401149020	412	0.2%
203506010	370	0.2%
2205550001	355	0.2%
2101925000	339	0.2%
Other values (10760)	88062	48.3%
(Missing)	88951	48.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100018000	5	< 0.1%
100019000	4	< 0.1%
100024000	4	< 0.1%
100041000	5	< 0.1%
100046000	3	< 0.1%
100109000	4	< 0.1%
100141000	4	< 0.1%
100145000	4	< 0.1%
100153000	5	< 0.1%
100154000	5	< 0.1%

Value	Count	Frequency (%)
2205665000	3	< 0.1%
2205642000	3	< 0.1%
2205629000	3	< 0.1%
2205589000	3	< 0.1%
2205550001	355	0.2%
2205525000	5	< 0.1%
2205523000	94	0.1%
2205511000	3	< 0.1%
2205474000	9	< 0.1%
2205464000	4	< 0.1%

GIS_ID
Real number (ℝ)

HIGH CORRELATION

Distinct	98531
Distinct (%)	54.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1400938 × 10⁹

Minimum	1.00001 × 10⁸
Maximum	2.20567 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1.00001 × 10⁸
5-th percentile	1.0619905 × 10⁸
Q1	5.0158825 × 10⁸
median	1.1026175 × 10⁹
Q3	1.810508 × 10⁹
95-th percentile	2.102473 × 10⁹
Maximum	2.20567 × 10⁹
Range	2.105669 × 10⁹
Interquartile range (IQR)	1.3089198 × 10⁹

Descriptive statistics

Standard deviation	7.0911226 × 10⁸
Coefficient of variation (CV)	0.62197712
Kurtosis	-1.5581098
Mean	1.1400938 × 10⁹
Median Absolute Deviation (MAD)	7.015645 × 10⁸
Skewness	0.03481601
Sum	2.0777298 × 10¹⁴
Variance	5.028402 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300450000	865	0.5%
300475000	848	0.5%
304850000	701	0.4%
306010010	539	0.3%
306455010	462	0.3%
602642000	454	0.2%
304590010	444	0.2%
401149010	415	0.2%
203506010	370	0.2%
2205550001	355	0.2%
Other values (98521)	176789	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100001000	1	< 0.1%
100002000	1	< 0.1%
100003000	1	< 0.1%
100004000	1	< 0.1%
100005000	1	< 0.1%
100006000	1	< 0.1%
100007000	1	< 0.1%
100008000	1	< 0.1%
100009000	1	< 0.1%
100010000	1	< 0.1%

Value	Count	Frequency (%)
2205670000	1	< 0.1%
2205669000	1	< 0.1%
2205668000	1	< 0.1%
2205667000	1	< 0.1%
2205666000	1	< 0.1%
2205665000	3	< 0.1%
2205664000	1	< 0.1%
2205663001	1	< 0.1%
2205663000	1	< 0.1%
2205662020	1	< 0.1%

ST_NUM
Real number (ℝ)

MISSING

Distinct	2753
Distinct (%)	1.6%
Missing	9363
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	226.4317

Minimum	0
Maximum	5341
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	24
median	68
Q3	212
95-th percentile	945
Maximum	5341
Range	5341
Interquartile range (IQR)	188

Descriptive statistics

Standard deviation	475.70457
Coefficient of variation (CV)	2.1008745
Kurtosis	40.156888
Mean	226.4317
Median Absolute Deviation (MAD)	56
Skewness	5.4182895
Sum	39145285
Variance	226294.83
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2890	1.6%
15	2685	1.5%
2	2633	1.4%
10	2456	1.3%
6	2339	1.3%
9	2315	1.3%
11	2129	1.2%
8	2061	1.1%
7	1842	1.0%
5	1836	1.0%
Other values (2743)	149693	82.1%
(Missing)	9363	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	2890	1.6%
2	2633	1.4%
3	1466	0.8%
4	1401	0.8%
5	1836	1.0%
6	2339	1.3%
7	1842	1.0%
8	2061	1.1%
9	2315	1.3%

Value	Count	Frequency (%)
5341	1	< 0.1%
5337	5	< 0.1%
5335	1	< 0.1%
5330	1	< 0.1%
5321	1	< 0.1%
5318	1	< 0.1%
5314	1	< 0.1%
5313	1	< 0.1%
5309	1	< 0.1%
5305	1	< 0.1%

ST_NAME
Text

Distinct	4510
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	26
Median length	24
Mean length	10.551514
Min length	4

Characters and Unicode

Total characters	1922929
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	397 ?
Unique (%)	0.2%

Sample

1st row	PUTNAM ST
2nd row	Lexington ST
3rd row	Lexington ST
4th row	Lexington ST
5th row	Lexington ST

Value	Count	Frequency (%)
st	123791	32.0%
av	25332	6.5%
rd	16142	4.2%
e	6110	1.6%
w	5141	1.3%
commonwealth	4994	1.3%
washington	4250	1.1%
pl	3482	0.9%
beacon	3470	0.9%
hill	3102	0.8%
Other values (3336)	191555	49.5%

Most occurring characters

Value	Count	Frequency (%)
	205139	10.7%
T	189045	9.8%
S	174821	9.1%
A	103657	5.4%
E	101553	5.3%
R	90042	4.7%
O	77275	4.0%
N	73625	3.8%
L	65593	3.4%
D	51927	2.7%
Other values (47)	790252	41.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1922929	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	205139	10.7%
T	189045	9.8%
S	174821	9.1%
A	103657	5.4%
E	101553	5.3%
R	90042	4.7%
O	77275	4.0%
N	73625	3.8%
L	65593	3.4%
D	51927	2.7%
Other values (47)	790252	41.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1922929	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	205139	10.7%
T	189045	9.8%
S	174821	9.1%
A	103657	5.4%
E	101553	5.3%
R	90042	4.7%
O	77275	4.0%
N	73625	3.8%
L	65593	3.4%
D	51927	2.7%
Other values (47)	790252	41.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1922929	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	205139	10.7%
T	189045	9.8%
S	174821	9.1%
A	103657	5.4%
E	101553	5.3%
R	90042	4.7%
O	77275	4.0%
N	73625	3.8%
L	65593	3.4%
D	51927	2.7%
Other values (47)	790252	41.1%

UNIT_NUM
Text

MISSING

Distinct	14534
Distinct (%)	17.6%
Missing	99629
Missing (%)	54.7%
Memory size	1.4 MiB

Length

Max length	20
Median length	18
Mean length	2.6008982
Min length	1

Characters and Unicode

Total characters	214868
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10328 ?
Unique (%)	12.5%

Sample

1st row	1
2nd row	2
3rd row	3
4th row	4
5th row	1

Value	Count	Frequency (%)
1	8656	10.2%
2	8643	10.2%
3	6435	7.6%
4	2653	3.1%
5	1740	2.1%
6	1255	1.5%
ps	1164	1.4%
7	849	1.0%
8	747	0.9%
9	575	0.7%
Other values (13765)	52103	61.4%

Most occurring characters

Value	Count	Frequency (%)
1	36155	16.8%
2	27837	13.0%
3	20766	9.7%
-	19827	9.2%
0	18116	8.4%
4	14999	7.0%
5	11888	5.5%
6	9760	4.5%
7	7460	3.5%
8	6530	3.0%
Other values (47)	41530	19.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	214868	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	36155	16.8%
2	27837	13.0%
3	20766	9.7%
-	19827	9.2%
0	18116	8.4%
4	14999	7.0%
5	11888	5.5%
6	9760	4.5%
7	7460	3.5%
8	6530	3.0%
Other values (47)	41530	19.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	214868	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	36155	16.8%
2	27837	13.0%
3	20766	9.7%
-	19827	9.2%
0	18116	8.4%
4	14999	7.0%
5	11888	5.5%
6	9760	4.5%
7	7460	3.5%
8	6530	3.0%
Other values (47)	41530	19.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	214868	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	36155	16.8%
2	27837	13.0%
3	20766	9.7%
-	19827	9.2%
0	18116	8.4%
4	14999	7.0%
5	11888	5.5%
6	9760	4.5%
7	7460	3.5%
8	6530	3.0%
Other values (47)	41530	19.3%

CITY
Categorical

HIGH CORRELATION

Distinct	19
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	1.4 MiB

BOSTON	47713
DORCHESTER	29328
SOUTH BOSTON	15622
JAMAICA PLAIN	12147
BRIGHTON	12113
Other values (14)	65316

Length

Max length	16
Median length	12
Mean length	9.206937
Min length	6

Characters and Unicode

Total characters	1677863
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	EAST BOSTON
2nd row	EAST BOSTON
3rd row	EAST BOSTON
4th row	EAST BOSTON
5th row	EAST BOSTON

Common Values

Value	Count	Frequency (%)
BOSTON	47713	26.2%
DORCHESTER	29328	16.1%
SOUTH BOSTON	15622	8.6%
JAMAICA PLAIN	12147	6.7%
BRIGHTON	12113	6.6%
WEST ROXBURY	11006	6.0%
EAST BOSTON	10233	5.6%
ROSLINDALE	9279	5.1%
HYDE PARK	9192	5.0%
CHARLESTOWN	7252	4.0%
Other values (9)	18354	10.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
boston	73568	30.2%
dorchester	29328	12.1%
roxbury	18991	7.8%
south	15622	6.4%
jamaica	12147	5.0%
plain	12147	5.0%
brighton	12113	5.0%
west	11006	4.5%
east	10233	4.2%
roslindale	9279	3.8%
Other values (12)	38868	16.0%

Most occurring characters

Value	Count	Frequency (%)
O	246073	14.7%
T	175338	10.5%
S	165454	9.9%
R	136346	8.1%
N	126567	7.5%
E	106670	6.4%
B	104696	6.2%
A	103595	6.2%
H	75547	4.5%
	61063	3.6%
Other values (14)	376514	22.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1677863	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	246073	14.7%
T	175338	10.5%
S	165454	9.9%
R	136346	8.1%
N	126567	7.5%
E	106670	6.4%
B	104696	6.2%
A	103595	6.2%
H	75547	4.5%
	61063	3.6%
Other values (14)	376514	22.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1677863	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	246073	14.7%
T	175338	10.5%
S	165454	9.9%
R	136346	8.1%
N	126567	7.5%
E	106670	6.4%
B	104696	6.2%
A	103595	6.2%
H	75547	4.5%
	61063	3.6%
Other values (14)	376514	22.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1677863	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	246073	14.7%
T	175338	10.5%
S	165454	9.9%
R	136346	8.1%
N	126567	7.5%
E	106670	6.4%
B	104696	6.2%
A	103595	6.2%
H	75547	4.5%
	61063	3.6%
Other values (14)	376514	22.4%

ZIP_CODE
Real number (ℝ)

HIGH CORRELATION

Distinct	37
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2129.8679

Minimum	2026
Maximum	2467
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	2026
5-th percentile	2111
Q1	2119
median	2127
Q3	2131
95-th percentile	2136
Maximum	2467
Range	441
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	30.721915
Coefficient of variation (CV)	0.014424328
Kurtosis	81.218517
Mean	2129.8679
Median Absolute Deviation (MAD)	5
Skewness	8.1238643
Sum	3.88145 × 10⁸
Variance	943.83603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
2127	15656	8.6%
2130	12154	6.7%
2135	12114	6.6%
2124	11124	6.1%
2132	11004	6.0%
2128	10231	5.6%
2116	9649	5.3%
2118	9384	5.1%
2131	9283	5.1%
2136	9192	5.0%
Other values (27)	72448	39.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2026	6	< 0.1%
2108	2172	1.2%
2109	1847	1.0%
2110	2487	1.4%
2111	2893	1.6%
2113	2357	1.3%
2114	5352	2.9%
2115	5548	3.0%
2116	9649	5.3%
2118	9384	5.1%

Value	Count	Frequency (%)
2467	1017	0.6%
2458	1	< 0.1%
2446	11	< 0.1%
2445	13	< 0.1%
2219	1	< 0.1%
2215	3649	2.0%
2210	2132	1.2%
2201	3	< 0.1%
2199	36	< 0.1%
2137	2	< 0.1%

BLDG_SEQ
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	182242

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	182242
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	182242	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	182242	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	182242	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	182242	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	182242	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	182242	100.0%

NUM_BLDGS
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

1	182228
2	14

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	182242
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	182228	> 99.9%
2	14	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	182228	> 99.9%
2	14	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	182228	> 99.9%
2	14	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	182228	> 99.9%
2	14	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	182228	> 99.9%
2	14	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	182228	> 99.9%
2	14	< 0.1%

LUC
Real number (ℝ)

HIGH CORRELATION

Distinct	201
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	202.58164

Minimum	13
Maximum	995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	13
5-th percentile	101
Q1	102
median	102
Q3	108
95-th percentile	995
Maximum	995
Range	982
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	266.13109
Coefficient of variation (CV)	1.3136979
Kurtosis	4.3641341
Mean	202.58164
Median Absolute Deviation (MAD)	1
Skewness	2.4745422
Sum	36918884
Variance	70825.757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
102	71974	39.5%
101	30439	16.7%
104	16814	9.2%
105	13298	7.3%
995	10768	5.9%
108	8451	4.6%
132	4185	2.3%
111	2496	1.4%
13	2270	1.2%
985	2185	1.2%
Other values (191)	19362	10.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	2270	1.2%
31	665	0.4%
101	30439	16.7%
102	71974	39.5%
103	2	< 0.1%
104	16814	9.2%
105	13298	7.3%
106	786	0.4%
108	8451	4.6%
109	170	0.1%

Value	Count	Frequency (%)
995	10768	5.9%
992	10	< 0.1%
991	14	< 0.1%
990	5	< 0.1%
988	2	< 0.1%
987	59	< 0.1%
986	817	0.4%
985	2185	1.2%
983	16	< 0.1%
982	1	< 0.1%

LU
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

CD	71988
R1	30441
R2	16814
R3	13468
CM	10768
Other values (12)	38763

Length

Max length	7
Median length	2
Mean length	2.0794548
Min length	1

Characters and Unicode

Total characters	378964
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	R3
2nd row	R3
3rd row	R3
4th row	R3
5th row	R2

Common Values

Value	Count	Frequency (%)
CD	71988	39.5%
R1	30441	16.7%
R2	16814	9.2%
R3	13468	7.4%
CM	10768	5.9%
CP	8451	4.6%
E	7610	4.2%
RL - RL	6030	3.3%
C	4658	2.6%
A	2964	1.6%
Other values (7)	9050	5.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cd	71988	37.0%
r1	30441	15.7%
r2	16814	8.7%
r3	13468	6.9%
rl	12060	6.2%
cm	10768	5.5%
cp	8451	4.3%
e	7610	3.9%
	6030	3.1%
c	4658	2.4%
Other values (8)	12014	6.2%

Most occurring characters

Value	Count	Frequency (%)
C	103296	27.3%
R	78214	20.6%
D	71988	19.0%
1	30441	8.0%
2	16814	4.4%
3	13468	3.6%
L	13446	3.5%
	12060	3.2%
M	10768	2.8%
P	8451	2.2%
Other values (6)	20018	5.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	378964	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	103296	27.3%
R	78214	20.6%
D	71988	19.0%
1	30441	8.0%
2	16814	4.4%
3	13468	3.6%
L	13446	3.5%
	12060	3.2%
M	10768	2.8%
P	8451	2.2%
Other values (6)	20018	5.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	378964	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	103296	27.3%
R	78214	20.6%
D	71988	19.0%
1	30441	8.0%
2	16814	4.4%
3	13468	3.6%
L	13446	3.5%
	12060	3.2%
M	10768	2.8%
P	8451	2.2%
Other values (6)	20018	5.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	378964	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	103296	27.3%
R	78214	20.6%
D	71988	19.0%
1	30441	8.0%
2	16814	4.4%
3	13468	3.6%
L	13446	3.5%
	12060	3.2%
M	10768	2.8%
P	8451	2.2%
Other values (6)	20018	5.3%

LU_DESC
Text

Distinct	194
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	28
Median length	26
Mean length	16.888231
Min length	5

Characters and Unicode

Total characters	3077745
Distinct characters	68
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	THREE-FAM DWELLING
2nd row	THREE-FAM DWELLING
3rd row	THREE-FAM DWELLING
4th row	THREE-FAM DWELLING
5th row	TWO-FAM DWELLING

Value	Count	Frequency (%)
condo	92825	21.9%
residential	72979	17.2%
dwelling	60551	14.3%
single	30439	7.2%
fam	30439	7.2%
two-fam	16814	4.0%
res	15805	3.7%
three-fam	13298	3.1%
main	10768	2.5%
parking	8987	2.1%
Other values (264)	71041	16.8%

Most occurring characters

Value	Count	Frequency (%)
E	306547	10.0%
N	293643	9.5%
I	277658	9.0%
L	247639	8.0%
	241900	7.9%
D	239004	7.8%
O	225960	7.3%
A	176683	5.7%
S	140752	4.6%
T	130272	4.2%
Other values (58)	797687	25.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3077745	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	306547	10.0%
N	293643	9.5%
I	277658	9.0%
L	247639	8.0%
	241900	7.9%
D	239004	7.8%
O	225960	7.3%
A	176683	5.7%
S	140752	4.6%
T	130272	4.2%
Other values (58)	797687	25.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3077745	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	306547	10.0%
N	293643	9.5%
I	277658	9.0%
L	247639	8.0%
	241900	7.9%
D	239004	7.8%
O	225960	7.3%
A	176683	5.7%
S	140752	4.6%
T	130272	4.2%
Other values (58)	797687	25.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3077745	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	306547	10.0%
N	293643	9.5%
I	277658	9.0%
L	247639	8.0%
	241900	7.9%
D	239004	7.8%
O	225960	7.3%
A	176683	5.7%
S	140752	4.6%
T	130272	4.2%
Other values (58)	797687	25.9%

BLDG_TYPE
Text

MISSING

Distinct	201
Distinct (%)	0.1%
Missing	2616
Missing (%)	1.4%
Memory size	1.4 MiB

Length

Max length	34
Median length	31
Mean length	13.795586
Min length	1

Characters and Unicode

Total characters	2478046
Distinct characters	69
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	RE - Row End
2nd row	RM - Row Middle
3rd row	RM - Row Middle
4th row	RM - Row Middle
5th row	RE - Row End

Value	Count	Frequency (%)
	168505	26.6%
rise	38625	6.1%
row	26473	4.2%
rm	17763	2.8%
middle	17698	2.8%
cl	16789	2.6%
colonial	16789	2.6%
lr	15448	2.4%
low	15448	2.4%
mr	15194	2.4%
Other values (462)	285650	45.0%

Most occurring characters

Value	Count	Frequency (%)
	454951	18.4%
-	179927	7.3%
R	147705	6.0%
e	145112	5.9%
i	129604	5.2%
o	126568	5.1%
n	106689	4.3%
d	85062	3.4%
a	82052	3.3%
l	79352	3.2%
Other values (59)	941024	38.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2478046	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	454951	18.4%
-	179927	7.3%
R	147705	6.0%
e	145112	5.9%
i	129604	5.2%
o	126568	5.1%
n	106689	4.3%
d	85062	3.4%
a	82052	3.3%
l	79352	3.2%
Other values (59)	941024	38.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2478046	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	454951	18.4%
-	179927	7.3%
R	147705	6.0%
e	145112	5.9%
i	129604	5.2%
o	126568	5.1%
n	106689	4.3%
d	85062	3.4%
a	82052	3.3%
l	79352	3.2%
Other values (59)	941024	38.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2478046	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	454951	18.4%
-	179927	7.3%
R	147705	6.0%
e	145112	5.9%
i	129604	5.2%
o	126568	5.1%
n	106689	4.3%
d	85062	3.4%
a	82052	3.3%
l	79352	3.2%
Other values (59)	941024	38.0%

OWN_OCC
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	178.1 KiB

False	104952
True	77290

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	104952	57.6%
True	77290	42.4%

OWNER
Text

Distinct	143345
Distinct (%)	78.7%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	95
Median length	73
Mean length	18.269499
Min length	3

Characters and Unicode

Total characters	3329470
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	124603 ?
Unique (%)	68.4%

Sample

1st row	PASCUCCI CARLO
2nd row	SEMBRANO RODERICK
3rd row	GUERRA CHEVARRIA ANA S
4th row	JB REALTY TRUST
5th row	MARKS TRAVIS JOSEPH

Value	Count	Frequency (%)
llc	22354	3.9%
trust	18834	3.3%
street	8131	1.4%
a	7749	1.4%
m	7240	1.3%
j	6867	1.2%
realty	6548	1.1%
of	5074	0.9%
boston	5042	0.9%
condo	4882	0.9%
Other values (66663)	478018	83.8%

Most occurring characters

Value	Count	Frequency (%)
	392298	11.8%
E	287947	8.6%
A	277585	8.3%
R	227193	6.8%
N	217593	6.5%
T	207937	6.2%
L	203316	6.1%
O	190013	5.7%
I	184146	5.5%
S	179232	5.4%
Other values (69)	962210	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3329470	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	392298	11.8%
E	287947	8.6%
A	277585	8.3%
R	227193	6.8%
N	217593	6.5%
T	207937	6.2%
L	203316	6.1%
O	190013	5.7%
I	184146	5.5%
S	179232	5.4%
Other values (69)	962210	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3329470	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	392298	11.8%
E	287947	8.6%
A	277585	8.3%
R	227193	6.8%
N	217593	6.5%
T	207937	6.2%
L	203316	6.1%
O	190013	5.7%
I	184146	5.5%
S	179232	5.4%
Other values (69)	962210	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3329470	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	392298	11.8%
E	287947	8.6%
A	277585	8.3%
R	227193	6.8%
N	217593	6.5%
T	207937	6.2%
L	203316	6.1%
O	190013	5.7%
I	184146	5.5%
S	179232	5.4%
Other values (69)	962210	28.9%

MAIL_ADDRESSEE
Text

MISSING

Distinct	24033
Distinct (%)	69.8%
Missing	147830
Missing (%)	81.1%
Memory size	1.4 MiB

Length

Max length	84
Median length	63
Mean length	21.515082
Min length	7

Characters and Unicode

Total characters	740377
Distinct characters	60
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20481 ?
Unique (%)	59.5%

Sample

1st row	C/O LAUREN SCHOENADEL
2nd row	C/O ARTEM & CAITLYN SHKURATOV
3rd row	C/O MILDRED CASIELLO
4th row	C/O PETER LAPLANTE
5th row	C/O NASSER FARD

Value	Count	Frequency (%)
c/o	34398	25.3%
llc	2892	2.1%
ts	2188	1.6%
	1798	1.3%
inc	1314	1.0%
j	1197	0.9%
management	1068	0.8%
a	1027	0.8%
m	1011	0.7%
realty	948	0.7%
Other values (18312)	88013	64.8%

Most occurring characters

Value	Count	Frequency (%)
	102450	13.8%
O	68138	9.2%
C	57372	7.7%
E	54226	7.3%
A	53772	7.3%
N	42498	5.7%
R	42209	5.7%
/	35062	4.7%
I	34455	4.7%
L	34441	4.7%
Other values (50)	215754	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	740377	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	102450	13.8%
O	68138	9.2%
C	57372	7.7%
E	54226	7.3%
A	53772	7.3%
N	42498	5.7%
R	42209	5.7%
/	35062	4.7%
I	34455	4.7%
L	34441	4.7%
Other values (50)	215754	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	740377	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	102450	13.8%
O	68138	9.2%
C	57372	7.7%
E	54226	7.3%
A	53772	7.3%
N	42498	5.7%
R	42209	5.7%
/	35062	4.7%
I	34455	4.7%
L	34441	4.7%
Other values (50)	215754	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	740377	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	102450	13.8%
O	68138	9.2%
C	57372	7.7%
E	54226	7.3%
A	53772	7.3%
N	42498	5.7%
R	42209	5.7%
/	35062	4.7%
I	34455	4.7%
L	34441	4.7%
Other values (50)	215754	29.1%

MAIL_STREET_ADDRESS
Text

Distinct	142503
Distinct (%)	78.2%
Missing	4
Missing (%)	< 0.1%
Memory size	1.4 MiB

Length

Max length	63
Median length	48
Mean length	16.857878
Min length	1

Characters and Unicode

Total characters	3072146
Distinct characters	77
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	125351 ?
Unique (%)	68.8%

Sample

1st row	195 LEXINGTON ST
2nd row	197 LEXINGTON ST
3rd row	199 LEXINGTON ST
4th row	PO BOX 557 #
5th row	203 Lexington ST

Value	Count	Frequency (%)
st	100012	14.7%
unit	29533	4.4%
rd	18882	2.8%
av	11821	1.7%
1	11615	1.7%
ave	11160	1.6%
2	10828	1.6%
3	7692	1.1%
e	4263	0.6%
4	4116	0.6%
Other values (20381)	468203	69.0%

Most occurring characters

Value	Count	Frequency (%)
	500810	16.3%
T	205716	6.7%
S	174198	5.7%
E	164084	5.3%
A	142235	4.6%
R	134766	4.4%
O	117647	3.8%
1	115240	3.8%
N	113509	3.7%
L	91393	3.0%
Other values (67)	1312548	42.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3072146	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	500810	16.3%
T	205716	6.7%
S	174198	5.7%
E	164084	5.3%
A	142235	4.6%
R	134766	4.4%
O	117647	3.8%
1	115240	3.8%
N	113509	3.7%
L	91393	3.0%
Other values (67)	1312548	42.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3072146	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	500810	16.3%
T	205716	6.7%
S	174198	5.7%
E	164084	5.3%
A	142235	4.6%
R	134766	4.4%
O	117647	3.8%
1	115240	3.8%
N	113509	3.7%
L	91393	3.0%
Other values (67)	1312548	42.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3072146	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	500810	16.3%
T	205716	6.7%
S	174198	5.7%
E	164084	5.3%
A	142235	4.6%
R	134766	4.4%
O	117647	3.8%
1	115240	3.8%
N	113509	3.7%
L	91393	3.0%
Other values (67)	1312548	42.7%

MAIL_CITY
Text

Distinct	2394
Distinct (%)	1.3%
Missing	11
Missing (%)	< 0.1%
Memory size	1.4 MiB

Length

Max length	32
Median length	30
Mean length	8.9950283
Min length	2

Characters and Unicode

Total characters	1639173
Distinct characters	69
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1162 ?
Unique (%)	0.6%

Sample

1st row	EAST BOSTON
2nd row	EAST BOSTON
3rd row	EAST BOSTON
4th row	EVERETT
5th row	EAST BOSTON

Value	Count	Frequency (%)
boston	61826	25.9%
dorchester	24084	10.1%
roxbury	15809	6.6%
south	11238	4.7%
jamaica	10649	4.5%
plain	10648	4.5%
west	10430	4.4%
roslindale	8304	3.5%
park	8152	3.4%
hyde	8070	3.4%
Other values (2112)	69163	29.0%

Most occurring characters

Value	Count	Frequency (%)
O	224351	13.7%
T	158522	9.7%
S	145589	8.9%
N	129729	7.9%
R	128219	7.8%
E	118211	7.2%
A	105399	6.4%
B	92889	5.7%
H	69147	4.2%
L	58882	3.6%
Other values (59)	408235	24.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1639173	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	224351	13.7%
T	158522	9.7%
S	145589	8.9%
N	129729	7.9%
R	128219	7.8%
E	118211	7.2%
A	105399	6.4%
B	92889	5.7%
H	69147	4.2%
L	58882	3.6%
Other values (59)	408235	24.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1639173	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	224351	13.7%
T	158522	9.7%
S	145589	8.9%
N	129729	7.9%
R	128219	7.8%
E	118211	7.2%
A	105399	6.4%
B	92889	5.7%
H	69147	4.2%
L	58882	3.6%
Other values (59)	408235	24.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1639173	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	224351	13.7%
T	158522	9.7%
S	145589	8.9%
N	129729	7.9%
R	128219	7.8%
E	118211	7.2%
A	105399	6.4%
B	92889	5.7%
H	69147	4.2%
L	58882	3.6%
Other values (59)	408235	24.9%

MAIL_STATE
Text

Distinct	67
Distinct (%)	< 0.1%
Missing	319
Missing (%)	0.2%
Memory size	1.4 MiB

Length

Max length	13
Median length	2
Mean length	2.0008355
Min length	1

Characters and Unicode

Total characters	363998
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	< 0.1%

Sample

1st row	MA
2nd row	MA
3rd row	MA
4th row	MA
5th row	MA

Value	Count	Frequency (%)
ma	173979	95.6%
ny	1250	0.7%
fl	1172	0.6%
ca	959	0.5%
nh	702	0.4%
tx	544	0.3%
ct	473	0.3%
nj	284	0.2%
ri	280	0.2%
me	203	0.1%
Other values (61)	2086	1.1%

Most occurring characters

Value	Count	Frequency (%)
A	175610	48.2%
M	174515	47.9%
N	2568	0.7%
C	1824	0.5%
L	1338	0.4%
Y	1273	0.3%
F	1176	0.3%
T	1169	0.3%
H	852	0.2%
I	572	0.2%
Other values (30)	3101	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	363998	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	175610	48.2%
M	174515	47.9%
N	2568	0.7%
C	1824	0.5%
L	1338	0.4%
Y	1273	0.3%
F	1176	0.3%
T	1169	0.3%
H	852	0.2%
I	572	0.2%
Other values (30)	3101	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	363998	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	175610	48.2%
M	174515	47.9%
N	2568	0.7%
C	1824	0.5%
L	1338	0.4%
Y	1273	0.3%
F	1176	0.3%
T	1169	0.3%
H	852	0.2%
I	572	0.2%
Other values (30)	3101	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	363998	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	175610	48.2%
M	174515	47.9%
N	2568	0.7%
C	1824	0.5%
L	1338	0.4%
Y	1273	0.3%
F	1176	0.3%
T	1169	0.3%
H	852	0.2%
I	572	0.2%
Other values (30)	3101	0.9%

MAIL_ZIP_CODE
Unsupported

REJECTED UNSUPPORTED

Missing	61
Missing (%)	< 0.1%
Memory size	1.4 MiB

RES_FLOOR
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	48
Distinct (%)	< 0.1%
Missing	33792
Missing (%)	18.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.8803537

Minimum	0
Maximum	62
Zeros	31
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2.5
95-th percentile	3
Maximum	62
Range	62
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.1290417
Coefficient of variation (CV)	0.60044113
Kurtosis	321.52964
Mean	1.8803537
Median Absolute Deviation (MAD)	1
Skewness	9.6638775
Sum	279138.5
Variance	1.2747351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
1	63070	34.6%
2	42412	23.3%
3	24604	13.5%
2.5	7712	4.2%
4	4616	2.5%
1.5	3505	1.9%
5	1360	0.7%
3.5	487	0.3%
6	237	0.1%
4.5	105	0.1%
Other values (38)	342	0.2%
(Missing)	33792	18.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	31	< 0.1%
1	63070	34.6%
1.5	3505	1.9%
2	42412	23.3%
2.5	7712	4.2%
3	24604	13.5%
3.5	487	0.3%
4	4616	2.5%
4.5	105	0.1%
5	1360	0.7%

Value	Count	Frequency (%)
62	1	< 0.1%
60	2	< 0.1%
46	3	< 0.1%
45	1	< 0.1%
41	2	< 0.1%
40	1	< 0.1%
39	2	< 0.1%
36	1	< 0.1%
35	1	< 0.1%
33	1	< 0.1%

CD_FLOOR
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	60
Distinct (%)	0.1%
Missing	110270
Missing (%)	60.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.5203135

Minimum	0
Maximum	60
Zeros	8077
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	12
Maximum	60
Range	60
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.2569276
Coefficient of variation (CV)	1.4933124
Kurtosis	28.761902
Mean	3.5203135
Median Absolute Deviation (MAD)	1
Skewness	4.6866222
Sum	253364
Variance	27.635288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	16764	9.2%
1	14700	8.1%
3	13735	7.5%
0	8077	4.4%
4	6543	3.6%
5	3448	1.9%
6	1762	1.0%
7	965	0.5%
8	707	0.4%
9	597	0.3%
Other values (50)	4674	2.6%
(Missing)	110270	60.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8077	4.4%
1	14700	8.1%
2	16764	9.2%
3	13735	7.5%
4	6543	3.6%
5	3448	1.9%
6	1762	1.0%
7	965	0.5%
8	707	0.4%
9	597	0.3%

Value	Count	Frequency (%)
60	4	< 0.1%
59	6	< 0.1%
58	7	< 0.1%
57	7	< 0.1%
56	9	< 0.1%
55	10	< 0.1%
54	10	< 0.1%
53	10	< 0.1%
52	10	< 0.1%
51	10	< 0.1%

RES_UNITS
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	149
Distinct (%)	1.4%
Missing	171474
Missing (%)	94.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.6886144

Minimum	0
Maximum	477
Zeros	218
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	2
median	3
Q3	5
95-th percentile	20
Maximum	477
Range	477
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	18.17673
Coefficient of variation (CV)	2.7175628
Kurtosis	209.23304
Mean	6.6886144
Median Absolute Deviation (MAD)	1
Skewness	11.97815
Sum	72023
Variance	330.39351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	3962	2.2%
2	2784	1.5%
4	1057	0.6%
5	526	0.3%
6	519	0.3%
8	223	0.1%
0	218	0.1%
9	194	0.1%
7	149	0.1%
10	136	0.1%
Other values (139)	1000	0.5%
(Missing)	171474	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	218	0.1%
1	29	< 0.1%
2	2784	1.5%
3	3962	2.2%
4	1057	0.6%
5	526	0.3%
6	519	0.3%
7	149	0.1%
8	223	0.1%
9	194	0.1%

Value	Count	Frequency (%)
477	1	< 0.1%
463	1	< 0.1%
442	1	< 0.1%
372	1	< 0.1%
367	1	< 0.1%
354	1	< 0.1%
338	1	< 0.1%
312	1	< 0.1%
311	1	< 0.1%
271	1	< 0.1%

COM_UNITS
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	171474
Missing (%)	94.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.17737741

Minimum	0
Maximum	212
Zeros	10131
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	212
Range	212
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.6274729
Coefficient of variation (CV)	14.812894
Kurtosis	4459.5512
Mean	0.17737741
Median Absolute Deviation (MAD)	0
Skewness	61.028972
Sum	1910
Variance	6.9036137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	10131	5.6%
1	350	0.2%
2	134	0.1%
3	58	< 0.1%
4	24	< 0.1%
5	18	< 0.1%
6	10	< 0.1%
8	9	< 0.1%
7	8	< 0.1%
9	7	< 0.1%
Other values (14)	19	< 0.1%
(Missing)	171474	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10131	5.6%
1	350	0.2%
2	134	0.1%
3	58	< 0.1%
4	24	< 0.1%
5	18	< 0.1%
6	10	< 0.1%
7	8	< 0.1%
8	9	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
212	1	< 0.1%
127	1	< 0.1%
60	1	< 0.1%
38	1	< 0.1%
26	2	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
18	1	< 0.1%
15	1	< 0.1%

RC_UNITS
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	171474
Missing (%)	94.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.010958395

Minimum	0
Maximum	29
Zeros	10731
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	29
Range	29
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.39999848
Coefficient of variation (CV)	36.501556
Kurtosis	3907.048
Mean	0.010958395
Median Absolute Deviation (MAD)	0
Skewness	59.884204
Sum	118
Variance	0.15999878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	10731	5.9%
1	24	< 0.1%
2	7	< 0.1%
5	2	< 0.1%
29	1	< 0.1%
3	1	< 0.1%
24	1	< 0.1%
14	1	< 0.1%
(Missing)	171474	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10731	5.9%
1	24	< 0.1%
2	7	< 0.1%
3	1	< 0.1%
5	2	< 0.1%
14	1	< 0.1%
24	1	< 0.1%
29	1	< 0.1%

Value	Count	Frequency (%)
29	1	< 0.1%
24	1	< 0.1%
14	1	< 0.1%
5	2	< 0.1%
3	1	< 0.1%
2	7	< 0.1%
1	24	< 0.1%
0	10731	5.9%

LAND_SF
Text

MISSING

Distinct	17559
Distinct (%)	10.1%
Missing	8002
Missing (%)	4.4%
Memory size	1.4 MiB

Length

Max length	11
Median length	5
Mean length	4.5646235
Min length	3

Characters and Unicode

Total characters	795340
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7616 ?
Unique (%)	4.4%

Sample

1st row	1,150
2nd row	1,150
3rd row	1,150
4th row	1,150
5th row	2,010

Value	Count	Frequency (%)
5,000	2392	1.4%
4,000	1353	0.8%
2,500	862	0.5%
6,000	858	0.5%
4,500	671	0.4%
5,500	641	0.4%
3,600	536	0.3%
3,200	492	0.3%
3,000	490	0.3%
2,000	347	0.2%
Other values (17549)	165598	95.0%

Most occurring characters

Value	Count	Frequency (%)
,	130489	16.4%
0	106022	13.3%
1	93910	11.8%
5	73860	9.3%
2	66439	8.4%
4	60552	7.6%
3	59000	7.4%
6	57057	7.2%
7	52775	6.6%
8	50775	6.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	795340	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
,	130489	16.4%
0	106022	13.3%
1	93910	11.8%
5	73860	9.3%
2	66439	8.4%
4	60552	7.6%
3	59000	7.4%
6	57057	7.2%
7	52775	6.6%
8	50775	6.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	795340	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
,	130489	16.4%
0	106022	13.3%
1	93910	11.8%
5	73860	9.3%
2	66439	8.4%
4	60552	7.6%
3	59000	7.4%
6	57057	7.2%
7	52775	6.6%
8	50775	6.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	795340	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
,	130489	16.4%
0	106022	13.3%
1	93910	11.8%
5	73860	9.3%
2	66439	8.4%
4	60552	7.6%
3	59000	7.4%
6	57057	7.2%
7	52775	6.6%
8	50775	6.4%

GROSS_AREA
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	13098
Distinct (%)	8.8%
Missing	33848
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	5434.6768

Minimum	3
Maximum	6982322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	3
5-th percentile	544
Q1	967
median	2085
Q3	4008
95-th percentile	7770.7
Maximum	6982322
Range	6982319
Interquartile range (IQR)	3041

Descriptive statistics

Standard deviation	41322.818
Coefficient of variation (CV)	7.6035465
Kurtosis	6477.9546
Mean	5434.6768
Median Absolute Deviation (MAD)	1271
Skewness	55.895966
Sum	8.0647342 × 10⁸
Variance	1.7075753 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
780	282	0.2%
600	237	0.1%
700	230	0.1%
625	220	0.1%
690	214	0.1%
800	213	0.1%
1050	211	0.1%
760	210	0.1%
775	203	0.1%
730	197	0.1%
Other values (13088)	146177	80.2%
(Missing)	33848	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	1	< 0.1%
25	1	< 0.1%
42	1	< 0.1%
60	1	< 0.1%
82	1	< 0.1%
90	1	< 0.1%
100	125	0.1%
102	1	< 0.1%
106	1	< 0.1%

Value	Count	Frequency (%)
6982322	1	< 0.1%
3064910	1	< 0.1%
2948448	1	< 0.1%
2481232	1	< 0.1%
2310322	1	< 0.1%
1976650	1	< 0.1%
1970176	1	< 0.1%
1933059	1	< 0.1%
1772572	1	< 0.1%
1726152	1	< 0.1%

LIVING_AREA
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	21808
Distinct (%)	14.7%
Missing	34141
Missing (%)	18.7%
Infinite	0
Infinite (%)	0.0%
Mean	4437.7612

Minimum	2
Maximum	6982322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	2
5-th percentile	542
Q1	942
median	1483.5
Q3	2600
95-th percentile	5768
Maximum	6982322
Range	6982320
Interquartile range (IQR)	1658

Descriptive statistics

Standard deviation	38453.214
Coefficient of variation (CV)	8.665003
Kurtosis	8373.4206
Mean	4437.7612
Median Absolute Deviation (MAD)	689.5
Skewness	63.652416
Sum	6.5723688 × 10⁸
Variance	1.4786497 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
780	291	0.2%
800	263	0.1%
1008	261	0.1%
1050	250	0.1%
1224	243	0.1%
600	239	0.1%
700	235	0.1%
625	223	0.1%
1000	222	0.1%
960	221	0.1%
Other values (21798)	145653	79.9%
(Missing)	34141	18.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
25	1	< 0.1%
42	1	< 0.1%
82	1	< 0.1%
90	1	< 0.1%
100	122	0.1%
102	1	< 0.1%
106	1	< 0.1%
108	1	< 0.1%
112	4	< 0.1%

Value	Count	Frequency (%)
6982322	1	< 0.1%
2898078	1	< 0.1%
2882794	1	< 0.1%
2413114	1	< 0.1%
2310322	1	< 0.1%
1940476	1	< 0.1%
1885420	1	< 0.1%
1694084	1	< 0.1%
1595056	1	< 0.1%
1504200	1	< 0.1%

LAND_VALUE
Text

Distinct	16658
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	11
Median length	1
Mean length	3.909697
Min length	1

Characters and Unicode

Total characters	712511
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9985 ?
Unique (%)	5.5%

Sample

1st row	197,600
2nd row	198,500
3rd row	199,100
4th row	199,700
5th row	230,200

Value	Count	Frequency (%)
0	94289	51.7%
218,300	66	< 0.1%
203,200	63	< 0.1%
238,200	59	< 0.1%
250,000	58	< 0.1%
233,500	57	< 0.1%
239,800	57	< 0.1%
240,900	57	< 0.1%
218,500	57	< 0.1%
229,900	57	< 0.1%
Other values (16648)	87422	48.0%

Most occurring characters

Value	Count	Frequency (%)
0	288645	40.5%
,	94143	13.2%
2	63438	8.9%
1	51469	7.2%
3	39788	5.6%
4	32613	4.6%
5	30068	4.2%
6	28788	4.0%
7	28041	3.9%
8	27791	3.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	712511	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	288645	40.5%
,	94143	13.2%
2	63438	8.9%
1	51469	7.2%
3	39788	5.6%
4	32613	4.6%
5	30068	4.2%
6	28788	4.0%
7	28041	3.9%
8	27791	3.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	712511	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	288645	40.5%
,	94143	13.2%
2	63438	8.9%
1	51469	7.2%
3	39788	5.6%
4	32613	4.6%
5	30068	4.2%
6	28788	4.0%
7	28041	3.9%
8	27791	3.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	712511	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	288645	40.5%
,	94143	13.2%
2	63438	8.9%
1	51469	7.2%
3	39788	5.6%
4	32613	4.6%
5	30068	4.2%
6	28788	4.0%
7	28041	3.9%
8	27791	3.9%

BLDG_VALUE
Text

Distinct	28352
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	13
Median length	7
Mean length	6.5419278
Min length	1

Characters and Unicode

Total characters	1192214
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14035 ?
Unique (%)	7.7%

Sample

1st row	594,400
2nd row	619,700
3rd row	605,300
4th row	535,600
5th row	501,400

Value	Count	Frequency (%)
0	20018	11.0%
200	2213	1.2%
60,000	674	0.4%
40,000	565	0.3%
43,000	481	0.3%
90,000	342	0.2%
38,000	308	0.2%
74,600	305	0.2%
48,000	280	0.2%
108,000	275	0.2%
Other values (28342)	156781	86.0%

Most occurring characters

Value	Count	Frequency (%)
0	396479	33.3%
,	187305	15.7%
4	77028	6.5%
3	74480	6.2%
1	74375	6.2%
5	71824	6.0%
6	67827	5.7%
2	67112	5.6%
7	62524	5.2%
8	58227	4.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1192214	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	396479	33.3%
,	187305	15.7%
4	77028	6.5%
3	74480	6.2%
1	74375	6.2%
5	71824	6.0%
6	67827	5.7%
2	67112	5.6%
7	62524	5.2%
8	58227	4.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1192214	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	396479	33.3%
,	187305	15.7%
4	77028	6.5%
3	74480	6.2%
1	74375	6.2%
5	71824	6.0%
6	67827	5.7%
2	67112	5.6%
7	62524	5.2%
8	58227	4.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1192214	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	396479	33.3%
,	187305	15.7%
4	77028	6.5%
3	74480	6.2%
1	74375	6.2%
5	71824	6.0%
6	67827	5.7%
2	67112	5.6%
7	62524	5.2%
8	58227	4.9%

SFYI_VALUE
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

0	182242

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	182242
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	182242	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	182242	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	182242	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	182242	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	182242	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	182242	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	182242	100.0%

TOTAL_VALUE
Text

Distinct	32201
Distinct (%)	17.7%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	13
Median length	7
Mean length	7.0112323
Min length	1

Characters and Unicode

Total characters	1277741
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15263 ?
Unique (%)	8.4%

Sample

1st row	792,000
2nd row	818,200
3rd row	804,400
4th row	735,300
5th row	731,600

Value	Count	Frequency (%)
0	10774	5.9%
60,000	681	0.4%
40,000	580	0.3%
43,000	491	0.3%
90,000	345	0.2%
38,000	318	0.2%
74,600	307	0.2%
48,000	293	0.2%
108,000	277	0.2%
47,000	272	0.1%
Other values (32191)	167904	92.1%

Most occurring characters

Value	Count	Frequency (%)
0	413329	32.3%
,	212603	16.6%
1	90965	7.1%
4	76178	6.0%
5	74929	5.9%
6	73504	5.8%
3	71845	5.6%
7	69909	5.5%
2	67851	5.3%
8	64956	5.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1277741	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	413329	32.3%
,	212603	16.6%
1	90965	7.1%
4	76178	6.0%
5	74929	5.9%
6	73504	5.8%
3	71845	5.6%
7	69909	5.5%
2	67851	5.3%
8	64956	5.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1277741	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	413329	32.3%
,	212603	16.6%
1	90965	7.1%
4	76178	6.0%
5	74929	5.9%
6	73504	5.8%
3	71845	5.6%
7	69909	5.5%
2	67851	5.3%
8	64956	5.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1277741	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	413329	32.3%
,	212603	16.6%
1	90965	7.1%
4	76178	6.0%
5	74929	5.9%
6	73504	5.8%
3	71845	5.6%
7	69909	5.5%
2	67851	5.3%
8	64956	5.1%

GROSS_TAX
Text

Distinct	34946
Distinct (%)	19.2%
Missing	0
Missing (%)	0.0%
Memory size	1.4 MiB

Length

Max length	16
Median length	11
Mean length	10.613882
Min length	6

Characters and Unicode

Total characters	1934295
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18669 ?
Unique (%)	10.2%

Sample

1st row	$8,632.80
2nd row	$8,918.38
3rd row	$8,767.96
4th row	$8,014.77
5th row	$7,974.44

Value	Count	Frequency (%)
	18617	10.2%
654.00	676	0.4%
436.00	577	0.3%
468.70	441	0.2%
981.00	343	0.2%
813.14	305	0.2%
523.20	290	0.2%
414.20	286	0.2%
1,177.20	276	0.2%
512.30	268	0.1%
Other values (34936)	160163	87.9%

Most occurring characters

Value	Count	Frequency (%)
	401718	20.8%
$	182242	9.4%
.	163625	8.5%
,	150824	7.8%
1	127167	6.6%
6	103329	5.3%
4	102418	5.3%
5	101394	5.2%
7	99792	5.2%
3	99129	5.1%
Other values (5)	402657	20.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1934295	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	401718	20.8%
$	182242	9.4%
.	163625	8.5%
,	150824	7.8%
1	127167	6.6%
6	103329	5.3%
4	102418	5.3%
5	101394	5.2%
7	99792	5.2%
3	99129	5.1%
Other values (5)	402657	20.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1934295	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	401718	20.8%
$	182242	9.4%
.	163625	8.5%
,	150824	7.8%
1	127167	6.6%
6	103329	5.3%
4	102418	5.3%
5	101394	5.2%
7	99792	5.2%
3	99129	5.1%
Other values (5)	402657	20.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1934295	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	401718	20.8%
$	182242	9.4%
.	163625	8.5%
,	150824	7.8%
1	127167	6.6%
6	103329	5.3%
4	102418	5.3%
5	101394	5.2%
7	99792	5.2%
3	99129	5.1%
Other values (5)	402657	20.8%

YR_BUILT
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	236
Distinct (%)	0.1%
Missing	22786
Missing (%)	12.5%
Infinite	0
Infinite (%)	0.0%
Mean	1933.2157

Minimum	1700
Maximum	20198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1700
5-th percentile	1880
Q1	1900
median	1920
Q3	1965
95-th percentile	2017
Maximum	20198
Range	18498
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	63.981908
Coefficient of variation (CV)	0.033096104
Kurtosis	41646.839
Mean	1933.2157
Median Absolute Deviation (MAD)	21
Skewness	146.10676
Sum	3.0826284 × 10⁸
Variance	4093.6845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1900	17988	9.9%
1920	12195	6.7%
1910	11790	6.5%
1905	10567	5.8%
1899	9866	5.4%
1890	8985	4.9%
1930	4176	2.3%
1999	3820	2.1%
1925	3785	2.1%
1880	3320	1.8%
Other values (226)	72964	40.0%
(Missing)	22786	12.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1700	1	< 0.1%
1710	1	< 0.1%
1725	2	< 0.1%
1752	2	< 0.1%
1760	1	< 0.1%
1775	1	< 0.1%
1779	1	< 0.1%
1780	1	< 0.1%
1785	2	< 0.1%
1789	1	< 0.1%

Value	Count	Frequency (%)
20198	1	< 0.1%
2023	8	< 0.1%
2022	340	0.2%
2021	1224	0.7%
2020	1613	0.9%
2019	1158	0.6%
2018	2437	1.3%
2017	2185	1.2%
2016	1603	0.9%
2015	1392	0.8%

YR_REMODEL
Real number (ℝ)

MISSING SKEWED

Distinct	106
Distinct (%)	0.1%
Missing	95524
Missing (%)	52.4%
Infinite	0
Infinite (%)	0.0%
Mean	2002.0116

Minimum	0
Maximum	20220
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1979
Q1	1987
median	2005
Q3	2016
95-th percentile	2021
Maximum	20220
Range	20220
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	65.386476
Coefficient of variation (CV)	0.032660387
Kurtosis	69535.907
Mean	2002.0116
Median Absolute Deviation (MAD)	12
Skewness	248.07278
Sum	1.7361045 × 10⁸
Variance	4275.3912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1985	3962	2.2%
2017	3910	2.1%
2021	3361	1.8%
2005	3207	1.8%
2019	3124	1.7%
1980	3112	1.7%
2018	3029	1.7%
2016	2893	1.6%
2022	2718	1.5%
2004	2711	1.5%
Other values (96)	54691	30.0%
(Missing)	95524	52.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
201	2	< 0.1%
221	1	< 0.1%
1900	9	< 0.1%
1902	1	< 0.1%
1904	1	< 0.1%
1910	1	< 0.1%
1914	3	< 0.1%
1915	1	< 0.1%
1916	2	< 0.1%

Value	Count	Frequency (%)
20220	1	< 0.1%
2921	1	< 0.1%
2121	1	< 0.1%
2023	118	0.1%
2022	2718	1.5%
2021	3361	1.8%
2020	2624	1.4%
2019	3124	1.7%
2018	3029	1.7%
2017	3910	2.1%

STRUCTURE_CLASS
Categorical

HIGH CORRELATION MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	164836
Missing (%)	90.4%
Memory size	1.4 MiB

C - Brick/Concr	10201
D - Wood/Frame	4528
B - Reinf Concr	1649
A - Struct Steel	925
E - Metal	103

Length

Max length	16
Median length	15
Mean length	14.757497
Min length	9

Characters and Unicode

Total characters	256869
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D - Wood/Frame
2nd row	D - Wood/Frame
3rd row	D - Wood/Frame
4th row	D - Wood/Frame
5th row	D - Wood/Frame

Common Values

Value	Count	Frequency (%)
C - Brick/Concr	10201	5.6%
D - Wood/Frame	4528	2.5%
B - Reinf Concr	1649	0.9%
A - Struct Steel	925	0.5%
E - Metal	103	0.1%
(Missing)	164836	90.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	17406	31.8%
c	10201	18.6%
brick/concr	10201	18.6%
d	4528	8.3%
wood/frame	4528	8.3%
b	1649	3.0%
reinf	1649	3.0%
concr	1649	3.0%
a	925	1.7%
struct	925	1.7%
Other values (3)	1131	2.1%

Most occurring characters

Value	Count	Frequency (%)
	37386	14.6%
r	27504	10.7%
c	22976	8.9%
C	22051	8.6%
o	20906	8.1%
-	17406	6.8%
/	14729	5.7%
n	13499	5.3%
B	11850	4.6%
i	11850	4.6%
Other values (17)	56712	22.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	256869	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	37386	14.6%
r	27504	10.7%
c	22976	8.9%
C	22051	8.6%
o	20906	8.1%
-	17406	6.8%
/	14729	5.7%
n	13499	5.3%
B	11850	4.6%
i	11850	4.6%
Other values (17)	56712	22.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	256869	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	37386	14.6%
r	27504	10.7%
c	22976	8.9%
C	22051	8.6%
o	20906	8.1%
-	17406	6.8%
/	14729	5.7%
n	13499	5.3%
B	11850	4.6%
i	11850	4.6%
Other values (17)	56712	22.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	256869	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	37386	14.6%
r	27504	10.7%
c	22976	8.9%
C	22051	8.6%
o	20906	8.1%
-	17406	6.8%
/	14729	5.7%
n	13499	5.3%
B	11850	4.6%
i	11850	4.6%
Other values (17)	56712	22.1%

ROOF_STRUCTURE
Categorical

HIGH CORRELATION MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	36225
Missing (%)	19.9%
Memory size	1.4 MiB

F - Flat	68966
G - Gable	46606
H - Hip	14023
M - Mansard	13574
L - Gambrel	2153
Other values (2)	695

Length

Max length	11
Median length	9
Mean length	8.5486279
Min length	7

Characters and Unicode

Total characters	1248245
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F - Flat
2nd row	F - Flat
3rd row	F - Flat
4th row	M - Mansard
5th row	M - Mansard

Common Values

Value	Count	Frequency (%)
F - Flat	68966	37.8%
G - Gable	46606	25.6%
H - Hip	14023	7.7%
M - Mansard	13574	7.4%
L - Gambrel	2153	1.2%
S - Shed	350	0.2%
O - Other	345	0.2%
(Missing)	36225	19.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	146017	33.3%
f	68966	15.7%
flat	68966	15.7%
g	46606	10.6%
gable	46606	10.6%
h	14023	3.2%
hip	14023	3.2%
m	13574	3.1%
mansard	13574	3.1%
l	2153	0.5%
Other values (5)	3543	0.8%

Most occurring characters

Value	Count	Frequency (%)
	292034	23.4%
-	146017	11.7%
a	144873	11.6%
F	137932	11.1%
l	117725	9.4%
G	95365	7.6%
t	69311	5.6%
e	49454	4.0%
b	48759	3.9%
H	28046	2.2%
Other values (12)	118729	9.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1248245	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	292034	23.4%
-	146017	11.7%
a	144873	11.6%
F	137932	11.1%
l	117725	9.4%
G	95365	7.6%
t	69311	5.6%
e	49454	4.0%
b	48759	3.9%
H	28046	2.2%
Other values (12)	118729	9.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1248245	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	292034	23.4%
-	146017	11.7%
a	144873	11.6%
F	137932	11.1%
l	117725	9.4%
G	95365	7.6%
t	69311	5.6%
e	49454	4.0%
b	48759	3.9%
H	28046	2.2%
Other values (12)	118729	9.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1248245	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	292034	23.4%
-	146017	11.7%
a	144873	11.6%
F	137932	11.1%
l	117725	9.4%
G	95365	7.6%
t	69311	5.6%
e	49454	4.0%
b	48759	3.9%
H	28046	2.2%
Other values (12)	118729	9.5%

ROOF_COVER
Categorical

HIGH CORRELATION MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	36219
Missing (%)	19.9%
Memory size	1.4 MiB

A - Asphalt Shingl	63863
R - Rubber Roof	46495
C - Composition	22459
S - Slate	11791
O - Other	1032
Other values (2)	383

Length

Max length	18
Median length	16
Mean length	15.773043
Min length	8

Characters and Unicode

Total characters	2303227
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	C - Composition
2nd row	C - Composition
3rd row	C - Composition
4th row	C - Composition
5th row	C - Composition

Common Values

Value	Count	Frequency (%)
A - Asphalt Shingl	63863	35.0%
R - Rubber Roof	46495	25.5%
C - Composition	22459	12.3%
S - Slate	11791	6.5%
O - Other	1032	0.6%
T - Tile	269	0.1%
W - Wood Shingle	114	0.1%
(Missing)	36219	19.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	146023	26.6%
a	63863	11.6%
asphalt	63863	11.6%
shingl	63863	11.6%
r	46495	8.5%
rubber	46495	8.5%
roof	46495	8.5%
c	22459	4.1%
composition	22459	4.1%
slate	11791	2.1%
Other values (8)	14735	2.7%

Most occurring characters

Value	Count	Frequency (%)
	402518	17.5%
o	160595	7.0%
-	146023	6.3%
l	139900	6.1%
R	139485	6.1%
h	128872	5.6%
A	127726	5.5%
i	109164	4.7%
t	99145	4.3%
b	92990	4.0%
Other values (16)	756809	32.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2303227	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	402518	17.5%
o	160595	7.0%
-	146023	6.3%
l	139900	6.1%
R	139485	6.1%
h	128872	5.6%
A	127726	5.5%
i	109164	4.7%
t	99145	4.3%
b	92990	4.0%
Other values (16)	756809	32.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2303227	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	402518	17.5%
o	160595	7.0%
-	146023	6.3%
l	139900	6.1%
R	139485	6.1%
h	128872	5.6%
A	127726	5.5%
i	109164	4.7%
t	99145	4.3%
b	92990	4.0%
Other values (16)	756809	32.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2303227	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	402518	17.5%
o	160595	7.0%
-	146023	6.3%
l	139900	6.1%
R	139485	6.1%
h	128872	5.6%
A	127726	5.5%
i	109164	4.7%
t	99145	4.3%
b	92990	4.0%
Other values (16)	756809	32.9%

INT_WALL
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	48749
Missing (%)	26.7%
Memory size	1.4 MiB

N - Normal	128622
E - Elaborate	4788
S - Substandard	80
G - Good	3

Length

Max length	15
Median length	10
Mean length	10.110553
Min length	8

Characters and Unicode

Total characters	1349688
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N - Normal
2nd row	N - Normal
3rd row	N - Normal
4th row	N - Normal
5th row	N - Normal

Common Values

Value	Count	Frequency (%)
N - Normal	128622	70.6%
E - Elaborate	4788	2.6%
S - Substandard	80	< 0.1%
G - Good	3	< 0.1%
(Missing)	48749	26.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	133493	33.3%
n	128622	32.1%
normal	128622	32.1%
e	4788	1.2%
elaborate	4788	1.2%
s	80	< 0.1%
substandard	80	< 0.1%
g	3	< 0.1%
good	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	266986	19.8%
N	257244	19.1%
a	138358	10.3%
-	133493	9.9%
r	133490	9.9%
o	133416	9.9%
l	133410	9.9%
m	128622	9.5%
E	9576	0.7%
t	4868	0.4%
Other values (8)	10225	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1349688	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	266986	19.8%
N	257244	19.1%
a	138358	10.3%
-	133493	9.9%
r	133490	9.9%
o	133416	9.9%
l	133410	9.9%
m	128622	9.5%
E	9576	0.7%
t	4868	0.4%
Other values (8)	10225	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1349688	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	266986	19.8%
N	257244	19.1%
a	138358	10.3%
-	133493	9.9%
r	133490	9.9%
o	133416	9.9%
l	133410	9.9%
m	128622	9.5%
E	9576	0.7%
t	4868	0.4%
Other values (8)	10225	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1349688	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	266986	19.8%
N	257244	19.1%
a	138358	10.3%
-	133493	9.9%
r	133490	9.9%
o	133416	9.9%
l	133410	9.9%
m	128622	9.5%
E	9576	0.7%
t	4868	0.4%
Other values (8)	10225	0.8%

EXT_FNISHED
Categorical

HIGH CORRELATION MISSING

Distinct	28
Distinct (%)	< 0.1%
Missing	22884
Missing (%)	12.6%
Memory size	1.4 MiB

B - Brick/Stone	52403
M - Vinyl	42605
W - Wood Shake	16453
F - Frame/Clapbrd	13337
C - Cement Board	8992
Other values (23)	25568

Length

Max length	18
Median length	17
Mean length	13.014464
Min length	9

Characters and Unicode

Total characters	2073959
Distinct characters	49
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	A - Asbestos
2nd row	M - Vinyl
3rd row	M - Vinyl
4th row	M - Vinyl
5th row	M - Vinyl

Common Values

Value	Count	Frequency (%)
B - Brick/Stone	52403	28.8%
M - Vinyl	42605	23.4%
W - Wood Shake	16453	9.0%
F - Frame/Clapbrd	13337	7.3%
C - Cement Board	8992	4.9%
01 - Brick	7693	4.2%
A - Asbestos	3967	2.2%
G - Glass	3586	2.0%
09 - Wood Siding	1762	1.0%
S - Stucco	1309	0.7%
Other values (18)	7251	4.0%
(Missing)	22884	12.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	159427	31.3%
brick/stone	52403	10.3%
b	52403	10.3%
m	42605	8.4%
vinyl	42605	8.4%
wood	18215	3.6%
w	16453	3.2%
shake	16453	3.2%
f	13337	2.6%
frame/clapbrd	13337	2.6%
Other values (52)	82230	16.1%

Most occurring characters

Value	Count	Frequency (%)
	350110	16.9%
-	159358	7.7%
B	123354	5.9%
n	112511	5.4%
i	109081	5.3%
e	108101	5.2%
o	107712	5.2%
r	101306	4.9%
k	78411	3.8%
S	75848	3.7%
Other values (39)	748167	36.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2073959	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	350110	16.9%
-	159358	7.7%
B	123354	5.9%
n	112511	5.4%
i	109081	5.3%
e	108101	5.2%
o	107712	5.2%
r	101306	4.9%
k	78411	3.8%
S	75848	3.7%
Other values (39)	748167	36.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2073959	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	350110	16.9%
-	159358	7.7%
B	123354	5.9%
n	112511	5.4%
i	109081	5.3%
e	108101	5.2%
o	107712	5.2%
r	101306	4.9%
k	78411	3.8%
S	75848	3.7%
Other values (39)	748167	36.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2073959	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	350110	16.9%
-	159358	7.7%
B	123354	5.9%
n	112511	5.4%
i	109081	5.3%
e	108101	5.2%
o	107712	5.2%
r	101306	4.9%
k	78411	3.8%
S	75848	3.7%
Other values (39)	748167	36.1%

INT_COND
Categorical

HIGH CORRELATION MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	48746
Missing (%)	26.7%
Memory size	1.4 MiB

A - Average	63032
G - Good	54911
E - Excellent	14267
F - Fair	1198
P - Poor	88

Length

Max length	13
Median length	11
Mean length	9.9508525
Min length	8

Characters and Unicode

Total characters	1328399
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A - Average
2nd row	A - Average
3rd row	A - Average
4th row	A - Average
5th row	A - Average

Common Values

Value	Count	Frequency (%)
A - Average	63032	34.6%
G - Good	54911	30.1%
E - Excellent	14267	7.8%
F - Fair	1198	0.7%
P - Poor	88	< 0.1%
(Missing)	48746	26.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	133496	33.3%
a	63032	15.7%
average	63032	15.7%
g	54911	13.7%
good	54911	13.7%
e	14267	3.6%
excellent	14267	3.6%
f	1198	0.3%
fair	1198	0.3%
p	88	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	266992	20.1%
e	154598	11.6%
-	133496	10.0%
A	126064	9.5%
o	109998	8.3%
G	109822	8.3%
r	64318	4.8%
a	64230	4.8%
v	63032	4.7%
g	63032	4.7%
Other values (10)	172817	13.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1328399	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	266992	20.1%
e	154598	11.6%
-	133496	10.0%
A	126064	9.5%
o	109998	8.3%
G	109822	8.3%
r	64318	4.8%
a	64230	4.8%
v	63032	4.7%
g	63032	4.7%
Other values (10)	172817	13.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1328399	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	266992	20.1%
e	154598	11.6%
-	133496	10.0%
A	126064	9.5%
o	109998	8.3%
G	109822	8.3%
r	64318	4.8%
a	64230	4.8%
v	63032	4.7%
g	63032	4.7%
Other values (10)	172817	13.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1328399	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	266992	20.1%
e	154598	11.6%
-	133496	10.0%
A	126064	9.5%
o	109998	8.3%
G	109822	8.3%
r	64318	4.8%
a	64230	4.8%
v	63032	4.7%
g	63032	4.7%
Other values (10)	172817	13.0%

EXT_COND
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	36158
Missing (%)	19.8%
Memory size	1.4 MiB

A - Average	78882
G - Good	55519
E - Excellent	9407
F - Fair	2215
P - Poor	61

Length

Max length	13
Median length	11
Mean length	9.9419033
Min length	8

Characters and Unicode

Total characters	1452353
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F - Fair
2nd row	A - Average
3rd row	G - Good
4th row	A - Average
5th row	F - Fair

Common Values

Value	Count	Frequency (%)
A - Average	78882	43.3%
G - Good	55519	30.5%
E - Excellent	9407	5.2%
F - Fair	2215	1.2%
P - Poor	61	< 0.1%
(Missing)	36158	19.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	146084	33.3%
a	78882	18.0%
average	78882	18.0%
g	55519	12.7%
good	55519	12.7%
e	9407	2.1%
excellent	9407	2.1%
f	2215	0.5%
fair	2215	0.5%
p	61	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	292168	20.1%
e	176578	12.2%
A	157764	10.9%
-	146084	10.1%
o	111160	7.7%
G	111038	7.6%
r	81158	5.6%
a	81097	5.6%
v	78882	5.4%
g	78882	5.4%
Other values (10)	137542	9.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1452353	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	292168	20.1%
e	176578	12.2%
A	157764	10.9%
-	146084	10.1%
o	111160	7.7%
G	111038	7.6%
r	81158	5.6%
a	81097	5.6%
v	78882	5.4%
g	78882	5.4%
Other values (10)	137542	9.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1452353	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	292168	20.1%
e	176578	12.2%
A	157764	10.9%
-	146084	10.1%
o	111160	7.7%
G	111038	7.6%
r	81158	5.6%
a	81097	5.6%
v	78882	5.4%
g	78882	5.4%
Other values (10)	137542	9.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1452353	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	292168	20.1%
e	176578	12.2%
A	157764	10.9%
-	146084	10.1%
o	111160	7.7%
G	111038	7.6%
r	81158	5.6%
a	81097	5.6%
v	78882	5.4%
g	78882	5.4%
Other values (10)	137542	9.5%

OVERALL_COND
Categorical

IMBALANCE MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	9587
Missing (%)	5.3%
Memory size	1.4 MiB

A - Average	130657
G - Good	36490
E - Excellent	1728
VG - Very Good	1380
EX - Excellent	1252
Other values (5)	1148

Length

Max length	23
Median length	11
Mean length	10.412684
Min length	8

Characters and Unicode

Total characters	1797802
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	A - Average
2nd row	A - Average
3rd row	A - Average
4th row	A - Average
5th row	A - Average

Common Values

Value	Count	Frequency (%)
A - Average	130657	71.7%
G - Good	36490	20.0%
E - Excellent	1728	0.9%
VG - Very Good	1380	0.8%
EX - Excellent	1252	0.7%
F - Fair	1019	0.6%
P - Poor	98	0.1%
US - Unsound	18	< 0.1%
VP - Very Poor	12	< 0.1%
AVG - Default - Average	1	< 0.1%
(Missing)	9587	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	172656	33.2%
average	130658	25.2%
a	130657	25.2%
good	37870	7.3%
g	36490	7.0%
excellent	2980	0.6%
e	1728	0.3%
very	1392	0.3%
vg	1380	0.3%
ex	1252	0.2%
Other values (9)	2296	0.4%

Most occurring characters

Value	Count	Frequency (%)
	346704	19.3%
e	268669	14.9%
A	261316	14.5%
-	172656	9.6%
r	133179	7.4%
a	131678	7.3%
v	130658	7.3%
g	130658	7.3%
o	75978	4.2%
G	75741	4.2%
Other values (19)	70565	3.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1797802	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	346704	19.3%
e	268669	14.9%
A	261316	14.5%
-	172656	9.6%
r	133179	7.4%
a	131678	7.3%
v	130658	7.3%
g	130658	7.3%
o	75978	4.2%
G	75741	4.2%
Other values (19)	70565	3.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1797802	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	346704	19.3%
e	268669	14.9%
A	261316	14.5%
-	172656	9.6%
r	133179	7.4%
a	131678	7.3%
v	130658	7.3%
g	130658	7.3%
o	75978	4.2%
G	75741	4.2%
Other values (19)	70565	3.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1797802	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	346704	19.3%
e	268669	14.9%
A	261316	14.5%
-	172656	9.6%
r	133179	7.4%
a	131678	7.3%
v	130658	7.3%
g	130658	7.3%
o	75978	4.2%
G	75741	4.2%
Other values (19)	70565	3.9%

BED_RMS
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	19
Distinct (%)	< 0.1%
Missing	48765
Missing (%)	26.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.1484376

Minimum	0
Maximum	21
Zeros	3184
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	21
Range	21
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1022194
Coefficient of variation (CV)	0.66770242
Kurtosis	2.2563752
Mean	3.1484376
Median Absolute Deviation (MAD)	1
Skewness	1.3651924
Sum	420244
Variance	4.4193264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2	38002	20.9%
3	27552	15.1%
1	22279	12.2%
4	15328	8.4%
6	9957	5.5%
5	8124	4.5%
9	3275	1.8%
0	3184	1.7%
8	2297	1.3%
7	2208	1.2%
Other values (9)	1271	0.7%
(Missing)	48765	26.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3184	1.7%
1	22279	12.2%
2	38002	20.9%
3	27552	15.1%
4	15328	8.4%
5	8124	4.5%
6	9957	5.5%
7	2208	1.2%
8	2297	1.3%
9	3275	1.8%

Value	Count	Frequency (%)
21	1	< 0.1%
17	5	< 0.1%
16	2	< 0.1%
15	27	< 0.1%
14	54	< 0.1%
13	32	< 0.1%
12	351	0.2%
11	407	0.2%
10	392	0.2%
9	3275	1.8%

FULL_BTH
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	17
Distinct (%)	< 0.1%
Missing	11644
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.359758

Minimum	0
Maximum	21
Zeros	36940
Zeros (%)	20.3%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	21
Range	21
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0605678
Coefficient of variation (CV)	0.77996806
Kurtosis	3.1724521
Mean	1.359758
Median Absolute Deviation (MAD)	1
Skewness	0.921087
Sum	231972
Variance	1.1248041
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	64877	35.6%
2	45213	24.8%
0	36940	20.3%
3	19794	10.9%
4	2551	1.4%
6	580	0.3%
5	519	0.3%
7	65	< 0.1%
8	35	< 0.1%
9	12	< 0.1%
Other values (7)	12	< 0.1%
(Missing)	11644	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36940	20.3%
1	64877	35.6%
2	45213	24.8%
3	19794	10.9%
4	2551	1.4%
5	519	0.3%
6	580	0.3%
7	65	< 0.1%
8	35	< 0.1%
9	12	< 0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
17	1	< 0.1%
15	2	< 0.1%
14	1	< 0.1%
13	3	< 0.1%
12	2	< 0.1%
10	2	< 0.1%
9	12	< 0.1%
8	35	< 0.1%
7	65	< 0.1%

HLF_BTH
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	11509
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.22192546

Minimum	0
Maximum	7
Zeros	135661
Zeros (%)	74.4%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.46002771
Coefficient of variation (CV)	2.0728929
Kurtosis	5.6723827
Mean	0.22192546
Median Absolute Deviation (MAD)	0
Skewness	2.1362235
Sum	37890
Variance	0.2116255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	135661	74.4%
1	32695	17.9%
2	1983	1.1%
3	361	0.2%
4	23	< 0.1%
5	7	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
(Missing)	11509	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	135661	74.4%
1	32695	17.9%
2	1983	1.1%
3	361	0.2%
4	23	< 0.1%
5	7	< 0.1%
6	2	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	2	< 0.1%
5	7	< 0.1%
4	23	< 0.1%
3	361	0.2%
2	1983	1.1%
1	32695	17.9%
0	135661	74.4%

KITCHENS
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	11718
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.0518813

Minimum	0
Maximum	5
Zeros	36863
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8053745
Coefficient of variation (CV)	0.76565153
Kurtosis	0.7498689
Mean	1.0518813
Median Absolute Deviation (MAD)	0
Skewness	0.8745803
Sum	179371
Variance	0.64862808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	102061	56.0%
0	36863	20.2%
2	17625	9.7%
3	13841	7.6%
4	133	0.1%
5	1	< 0.1%
(Missing)	11718	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36863	20.2%
1	102061	56.0%
2	17625	9.7%
3	13841	7.6%
4	133	0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4	133	0.1%
3	13841	7.6%
2	17625	9.7%
1	102061	56.0%
0	36863	20.2%

TT_RMS
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	20
Distinct (%)	< 0.1%
Missing	48829
Missing (%)	26.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.940583

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	6
Q3	9
95-th percentile	15
Maximum	20
Range	19
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.0097978
Coefficient of variation (CV)	0.57773214
Kurtosis	0.54651164
Mean	6.940583
Median Absolute Deviation (MAD)	2
Skewness	1.1306302
Sum	925964
Variance	16.078479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	24165	13.3%
5	18593	10.2%
3	15940	8.7%
6	15592	8.6%
7	10547	5.8%
8	7496	4.1%
10	5715	3.1%
12	5159	2.8%
9	4870	2.7%
2	4729	2.6%
Other values (10)	20607	11.3%
(Missing)	48829	26.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	697	0.4%
2	4729	2.6%
3	15940	8.7%
4	24165	13.3%
5	18593	10.2%
6	15592	8.6%
7	10547	5.8%
8	7496	4.1%
9	4870	2.7%
10	5715	3.1%

Value	Count	Frequency (%)
20	598	0.3%
19	183	0.1%
18	2387	1.3%
17	1286	0.7%
16	993	0.5%
15	4658	2.6%
14	3195	1.8%
13	2332	1.3%
12	5159	2.8%
11	4278	2.3%

BDRM_COND
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	110500
Missing (%)	60.6%
Memory size	1.4 MiB

A - Average	56687
G - Good	13194
E - Excellent	962
F - Fair	837
P - Poor	62

Length

Max length	13
Median length	11
Mean length	10.437498
Min length	8

Characters and Unicode

Total characters	748807
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A - Average
2nd row	A - Average
3rd row	A - Average
4th row	A - Average
5th row	A - Average

Common Values

Value	Count	Frequency (%)
A - Average	56687	31.1%
G - Good	13194	7.2%
E - Excellent	962	0.5%
F - Fair	837	0.5%
P - Poor	62	< 0.1%
(Missing)	110500	60.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	71742	33.3%
a	56687	26.3%
average	56687	26.3%
g	13194	6.1%
good	13194	6.1%
e	962	0.4%
excellent	962	0.4%
f	837	0.4%
fair	837	0.4%
p	62	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	143484	19.2%
e	115298	15.4%
A	113374	15.1%
-	71742	9.6%
r	57586	7.7%
a	57524	7.7%
v	56687	7.6%
g	56687	7.6%
o	26512	3.5%
G	26388	3.5%
Other values (10)	23525	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	748807	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	143484	19.2%
e	115298	15.4%
A	113374	15.1%
-	71742	9.6%
r	57586	7.7%
a	57524	7.7%
v	56687	7.6%
g	56687	7.6%
o	26512	3.5%
G	26388	3.5%
Other values (10)	23525	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	748807	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	143484	19.2%
e	115298	15.4%
A	113374	15.1%
-	71742	9.6%
r	57586	7.7%
a	57524	7.7%
v	56687	7.6%
g	56687	7.6%
o	26512	3.5%
G	26388	3.5%
Other values (10)	23525	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	748807	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	143484	19.2%
e	115298	15.4%
A	113374	15.1%
-	71742	9.6%
r	57586	7.7%
a	57524	7.7%
v	56687	7.6%
g	56687	7.6%
o	26512	3.5%
G	26388	3.5%
Other values (10)	23525	3.1%

BTHRM_STYLE1
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	49548
Missing (%)	27.2%
Memory size	1.4 MiB

M - Modern	61020
S - Semi-Modern	58554
L - Luxury	7458
N - No Remodeling	5662

Length

Max length	17
Median length	10
Mean length	12.505042
Min length	10

Characters and Unicode

Total characters	1659344
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S - Semi-Modern
2nd row	M - Modern
3rd row	M - Modern
4th row	S - Semi-Modern
5th row	N - No Remodeling

Common Values

Value	Count	Frequency (%)
M - Modern	61020	33.5%
S - Semi-Modern	58554	32.1%
L - Luxury	7458	4.1%
N - No Remodeling	5662	3.1%
(Missing)	49548	27.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	132694	32.9%
m	61020	15.1%
modern	61020	15.1%
s	58554	14.5%
semi-modern	58554	14.5%
l	7458	1.8%
luxury	7458	1.8%
n	5662	1.4%
no	5662	1.4%
remodeling	5662	1.4%

Most occurring characters

Value	Count	Frequency (%)
	271050	16.3%
-	191248	11.5%
e	189452	11.4%
M	180594	10.9%
o	130898	7.9%
r	127032	7.7%
d	125236	7.5%
n	125236	7.5%
S	117108	7.1%
i	64216	3.9%
Other values (9)	137274	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1659344	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	271050	16.3%
-	191248	11.5%
e	189452	11.4%
M	180594	10.9%
o	130898	7.9%
r	127032	7.7%
d	125236	7.5%
n	125236	7.5%
S	117108	7.1%
i	64216	3.9%
Other values (9)	137274	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1659344	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	271050	16.3%
-	191248	11.5%
e	189452	11.4%
M	180594	10.9%
o	130898	7.9%
r	127032	7.7%
d	125236	7.5%
n	125236	7.5%
S	117108	7.1%
i	64216	3.9%
Other values (9)	137274	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1659344	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	271050	16.3%
-	191248	11.5%
e	189452	11.4%
M	180594	10.9%
o	130898	7.9%
r	127032	7.7%
d	125236	7.5%
n	125236	7.5%
S	117108	7.1%
i	64216	3.9%
Other values (9)	137274	8.3%

BTHRM_STYLE2
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	97077
Missing (%)	53.3%
Memory size	1.4 MiB

M - Modern	41164
S - Semi-Modern	36236
N - No Remodeling	3920
L - Luxury	3845

Length

Max length	17
Median length	10
Mean length	12.449598
Min length	10

Characters and Unicode

Total characters	1060270
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S - Semi-Modern
2nd row	M - Modern
3rd row	M - Modern
4th row	S - Semi-Modern
5th row	N - No Remodeling

Common Values

Value	Count	Frequency (%)
M - Modern	41164	22.6%
S - Semi-Modern	36236	19.9%
N - No Remodeling	3920	2.2%
L - Luxury	3845	2.1%
(Missing)	97077	53.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	85165	32.8%
m	41164	15.9%
modern	41164	15.9%
s	36236	14.0%
semi-modern	36236	14.0%
n	3920	1.5%
no	3920	1.5%
remodeling	3920	1.5%
l	3845	1.5%
luxury	3845	1.5%

Most occurring characters

Value	Count	Frequency (%)
	174250	16.4%
e	121476	11.5%
-	121401	11.5%
M	118564	11.2%
o	85240	8.0%
d	81320	7.7%
n	81320	7.7%
r	81245	7.7%
S	72472	6.8%
i	40156	3.8%
Other values (9)	82826	7.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1060270	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	174250	16.4%
e	121476	11.5%
-	121401	11.5%
M	118564	11.2%
o	85240	8.0%
d	81320	7.7%
n	81320	7.7%
r	81245	7.7%
S	72472	6.8%
i	40156	3.8%
Other values (9)	82826	7.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1060270	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	174250	16.4%
e	121476	11.5%
-	121401	11.5%
M	118564	11.2%
o	85240	8.0%
d	81320	7.7%
n	81320	7.7%
r	81245	7.7%
S	72472	6.8%
i	40156	3.8%
Other values (9)	82826	7.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1060270	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	174250	16.4%
e	121476	11.5%
-	121401	11.5%
M	118564	11.2%
o	85240	8.0%
d	81320	7.7%
n	81320	7.7%
r	81245	7.7%
S	72472	6.8%
i	40156	3.8%
Other values (9)	82826	7.8%

BTHRM_STYLE3
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	145740
Missing (%)	80.0%
Memory size	1.4 MiB

M - Modern	18538
S - Semi-Modern	14078
N - No Remodeling	1953
L - Luxury	1933

Length

Max length	17
Median length	10
Mean length	12.302915
Min length	10

Characters and Unicode

Total characters	449081
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S - Semi-Modern
2nd row	M - Modern
3rd row	M - Modern
4th row	S - Semi-Modern
5th row	N - No Remodeling

Common Values

Value	Count	Frequency (%)
M - Modern	18538	10.2%
S - Semi-Modern	14078	7.7%
N - No Remodeling	1953	1.1%
L - Luxury	1933	1.1%
(Missing)	145740	80.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	36502	32.7%
m	18538	16.6%
modern	18538	16.6%
s	14078	12.6%
semi-modern	14078	12.6%
n	1953	1.8%
no	1953	1.8%
remodeling	1953	1.8%
l	1933	1.7%
luxury	1933	1.7%

Most occurring characters

Value	Count	Frequency (%)
	74957	16.7%
M	51154	11.4%
e	50600	11.3%
-	50580	11.3%
o	36522	8.1%
d	34569	7.7%
n	34569	7.7%
r	34549	7.7%
S	28156	6.3%
i	16031	3.6%
Other values (9)	37394	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	449081	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	74957	16.7%
M	51154	11.4%
e	50600	11.3%
-	50580	11.3%
o	36522	8.1%
d	34569	7.7%
n	34569	7.7%
r	34549	7.7%
S	28156	6.3%
i	16031	3.6%
Other values (9)	37394	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	449081	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	74957	16.7%
M	51154	11.4%
e	50600	11.3%
-	50580	11.3%
o	36522	8.1%
d	34569	7.7%
n	34569	7.7%
r	34549	7.7%
S	28156	6.3%
i	16031	3.6%
Other values (9)	37394	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	449081	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	74957	16.7%
M	51154	11.4%
e	50600	11.3%
-	50580	11.3%
o	36522	8.1%
d	34569	7.7%
n	34569	7.7%
r	34549	7.7%
S	28156	6.3%
i	16031	3.6%
Other values (9)	37394	8.3%

KITCHEN_TYPE
Categorical

HIGH CORRELATION MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	49555
Missing (%)	27.2%
Memory size	1.4 MiB

O - One Person	44878
1F - 1 Full Eat In Kitchens	29285
F - Full Eat In	24250
2F - 2 Full Eat In Kitchens	16818
3F - 3 Full Eat In Kitchens	11996
Other values (5)	5460

Length

Max length	27
Median length	15
Mean length	20.065251
Min length	8

Characters and Unicode

Total characters	2662398
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	3F - 3 Full Eat In Kitchens
2nd row	3F - 3 Full Eat In Kitchens
3rd row	3F - 3 Full Eat In Kitchens
4th row	3F - 3 Full Eat In Kitchens
5th row	2F - 2 Full Eat In Kitchens

Common Values

Value	Count	Frequency (%)
O - One Person	44878	24.6%
1F - 1 Full Eat In Kitchens	29285	16.1%
F - Full Eat In	24250	13.3%
2F - 2 Full Eat In Kitchens	16818	9.2%
3F - 3 Full Eat In Kitchens	11996	6.6%
P - Pullman	2722	1.5%
0F - 0 Full Eat In Kitchens	2585	1.4%
N - None	115	0.1%
4F - 4 Full Eat In Kitchens	37	< 0.1%
5F - 5 Full Eat In Kitchens	1	< 0.1%
(Missing)	49555	27.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	132687	18.1%
full	84972	11.6%
eat	84972	11.6%
in	84972	11.6%
kitchens	60722	8.3%
o	44878	6.1%
one	44878	6.1%
person	44878	6.1%
1f	29285	4.0%
1	29285	4.0%
Other values (15)	92798	12.6%

Most occurring characters

Value	Count	Frequency (%)
	601640	22.6%
n	238287	9.0%
l	175388	6.6%
F	169944	6.4%
e	150593	5.7%
t	145694	5.5%
-	132687	5.0%
s	105600	4.0%
O	89756	3.4%
u	87694	3.3%
Other values (18)	765115	28.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2662398	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	601640	22.6%
n	238287	9.0%
l	175388	6.6%
F	169944	6.4%
e	150593	5.7%
t	145694	5.5%
-	132687	5.0%
s	105600	4.0%
O	89756	3.4%
u	87694	3.3%
Other values (18)	765115	28.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2662398	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	601640	22.6%
n	238287	9.0%
l	175388	6.6%
F	169944	6.4%
e	150593	5.7%
t	145694	5.5%
-	132687	5.0%
s	105600	4.0%
O	89756	3.4%
u	87694	3.3%
Other values (18)	765115	28.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2662398	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	601640	22.6%
n	238287	9.0%
l	175388	6.6%
F	169944	6.4%
e	150593	5.7%
t	145694	5.5%
-	132687	5.0%
s	105600	4.0%
O	89756	3.4%
u	87694	3.3%
Other values (18)	765115	28.7%

KITCHEN_STYLE1
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	49549
Missing (%)	27.2%
Memory size	1.4 MiB

M - Modern	63927
S - Semi-Modern	54385
L - Luxury	8532
N - No Remodeling	5849

Length

Max length	17
Median length	10
Mean length	12.357833
Min length	10

Characters and Unicode

Total characters	1639798
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S - Semi-Modern
2nd row	M - Modern
3rd row	S - Semi-Modern
4th row	S - Semi-Modern
5th row	N - No Remodeling

Common Values

Value	Count	Frequency (%)
M - Modern	63927	35.1%
S - Semi-Modern	54385	29.8%
L - Luxury	8532	4.7%
N - No Remodeling	5849	3.2%
(Missing)	49549	27.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	132693	32.9%
m	63927	15.8%
modern	63927	15.8%
s	54385	13.5%
semi-modern	54385	13.5%
l	8532	2.1%
luxury	8532	2.1%
n	5849	1.4%
no	5849	1.4%
remodeling	5849	1.4%

Most occurring characters

Value	Count	Frequency (%)
	271235	16.5%
-	187078	11.4%
e	184395	11.2%
M	182239	11.1%
o	130010	7.9%
r	126844	7.7%
d	124161	7.6%
n	124161	7.6%
S	108770	6.6%
i	60234	3.7%
Other values (9)	140671	8.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1639798	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	271235	16.5%
-	187078	11.4%
e	184395	11.2%
M	182239	11.1%
o	130010	7.9%
r	126844	7.7%
d	124161	7.6%
n	124161	7.6%
S	108770	6.6%
i	60234	3.7%
Other values (9)	140671	8.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1639798	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	271235	16.5%
-	187078	11.4%
e	184395	11.2%
M	182239	11.1%
o	130010	7.9%
r	126844	7.7%
d	124161	7.6%
n	124161	7.6%
S	108770	6.6%
i	60234	3.7%
Other values (9)	140671	8.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1639798	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	271235	16.5%
-	187078	11.4%
e	184395	11.2%
M	182239	11.1%
o	130010	7.9%
r	126844	7.7%
d	124161	7.6%
n	124161	7.6%
S	108770	6.6%
i	60234	3.7%
Other values (9)	140671	8.6%

KITCHEN_STYLE2
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	150994
Missing (%)	82.9%
Memory size	1.4 MiB

S - Semi-Modern	18164
M - Modern	10127
N - No Remodeling	2879
L - Luxury	78

Length

Max length	17
Median length	15
Mean length	13.551363
Min length	10

Characters and Unicode

Total characters	423453
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S - Semi-Modern
2nd row	M - Modern
3rd row	S - Semi-Modern
4th row	S - Semi-Modern
5th row	N - No Remodeling

Common Values

Value	Count	Frequency (%)
S - Semi-Modern	18164	10.0%
M - Modern	10127	5.6%
N - No Remodeling	2879	1.6%
L - Luxury	78	< 0.1%
(Missing)	150994	82.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	31248	32.3%
s	18164	18.8%
semi-modern	18164	18.8%
m	10127	10.5%
modern	10127	10.5%
n	2879	3.0%
no	2879	3.0%
remodeling	2879	3.0%
l	78	0.1%
luxury	78	0.1%

Most occurring characters

Value	Count	Frequency (%)
	65375	15.4%
e	52213	12.3%
-	49412	11.7%
M	38418	9.1%
S	36328	8.6%
o	34049	8.0%
d	31170	7.4%
n	31170	7.4%
r	28369	6.7%
i	21043	5.0%
Other values (9)	35906	8.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	423453	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	65375	15.4%
e	52213	12.3%
-	49412	11.7%
M	38418	9.1%
S	36328	8.6%
o	34049	8.0%
d	31170	7.4%
n	31170	7.4%
r	28369	6.7%
i	21043	5.0%
Other values (9)	35906	8.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	423453	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	65375	15.4%
e	52213	12.3%
-	49412	11.7%
M	38418	9.1%
S	36328	8.6%
o	34049	8.0%
d	31170	7.4%
n	31170	7.4%
r	28369	6.7%
i	21043	5.0%
Other values (9)	35906	8.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	423453	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	65375	15.4%
e	52213	12.3%
-	49412	11.7%
M	38418	9.1%
S	36328	8.6%
o	34049	8.0%
d	31170	7.4%
n	31170	7.4%
r	28369	6.7%
i	21043	5.0%
Other values (9)	35906	8.5%

KITCHEN_STYLE3
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	168497
Missing (%)	92.5%
Memory size	1.4 MiB

S - Semi-Modern	7777
M - Modern	4572
N - No Remodeling	1367
L - Luxury	29

Length

Max length	17
Median length	15
Mean length	13.525209
Min length	10

Characters and Unicode

Total characters	185904
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S - Semi-Modern
2nd row	M - Modern
3rd row	S - Semi-Modern
4th row	S - Semi-Modern
5th row	M - Modern

Common Values

Value	Count	Frequency (%)
S - Semi-Modern	7777	4.3%
M - Modern	4572	2.5%
N - No Remodeling	1367	0.8%
L - Luxury	29	< 0.1%
(Missing)	168497	92.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	13745	32.3%
s	7777	18.3%
semi-modern	7777	18.3%
m	4572	10.7%
modern	4572	10.7%
n	1367	3.2%
no	1367	3.2%
remodeling	1367	3.2%
l	29	0.1%
luxury	29	0.1%

Most occurring characters

Value	Count	Frequency (%)
	28857	15.5%
e	22860	12.3%
-	21522	11.6%
M	16921	9.1%
S	15554	8.4%
o	15083	8.1%
d	13716	7.4%
n	13716	7.4%
r	12378	6.7%
i	9144	4.9%
Other values (9)	16153	8.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	185904	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	28857	15.5%
e	22860	12.3%
-	21522	11.6%
M	16921	9.1%
S	15554	8.4%
o	15083	8.1%
d	13716	7.4%
n	13716	7.4%
r	12378	6.7%
i	9144	4.9%
Other values (9)	16153	8.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	185904	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	28857	15.5%
e	22860	12.3%
-	21522	11.6%
M	16921	9.1%
S	15554	8.4%
o	15083	8.1%
d	13716	7.4%
n	13716	7.4%
r	12378	6.7%
i	9144	4.9%
Other values (9)	16153	8.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	185904	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	28857	15.5%
e	22860	12.3%
-	21522	11.6%
M	16921	9.1%
S	15554	8.4%
o	15083	8.1%
d	13716	7.4%
n	13716	7.4%
r	12378	6.7%
i	9144	4.9%
Other values (9)	16153	8.7%

HEAT_TYPE
Categorical

HIGH CORRELATION MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	48242
Missing (%)	26.5%
Memory size	1.4 MiB

W - Ht Water/Steam	71163
F - Forced Hot Air	51379
E - Electric	6023
P - Heat Pump	4654
S - Space Heat	652
Other values (2)	129

Length

Max length	18
Median length	18
Mean length	17.527873
Min length	8

Characters and Unicode

Total characters	2348735
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	W - Ht Water/Steam
2nd row	F - Forced Hot Air
3rd row	S - Space Heat
4th row	W - Ht Water/Steam
5th row	W - Ht Water/Steam

Common Values

Value	Count	Frequency (%)
W - Ht Water/Steam	71163	39.0%
F - Forced Hot Air	51379	28.2%
E - Electric	6023	3.3%
P - Heat Pump	4654	2.6%
S - Space Heat	652	0.4%
N - None	88	< 0.1%
O - Other	41	< 0.1%
(Missing)	48242	26.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	134000	23.1%
w	71163	12.2%
ht	71163	12.2%
water/steam	71163	12.2%
f	51379	8.8%
forced	51379	8.8%
hot	51379	8.8%
air	51379	8.8%
electric	6023	1.0%
e	6023	1.0%
Other values (9)	16176	2.8%

Most occurring characters

Value	Count	Frequency (%)
	447227	19.0%
t	276238	11.8%
e	205815	8.8%
r	179985	7.7%
a	148284	6.3%
W	142326	6.1%
-	134000	5.7%
H	127848	5.4%
o	102846	4.4%
F	102758	4.4%
Other values (16)	481408	20.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2348735	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	447227	19.0%
t	276238	11.8%
e	205815	8.8%
r	179985	7.7%
a	148284	6.3%
W	142326	6.1%
-	134000	5.7%
H	127848	5.4%
o	102846	4.4%
F	102758	4.4%
Other values (16)	481408	20.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2348735	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	447227	19.0%
t	276238	11.8%
e	205815	8.8%
r	179985	7.7%
a	148284	6.3%
W	142326	6.1%
-	134000	5.7%
H	127848	5.4%
o	102846	4.4%
F	102758	4.4%
Other values (16)	481408	20.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2348735	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	447227	19.0%
t	276238	11.8%
e	205815	8.8%
r	179985	7.7%
a	148284	6.3%
W	142326	6.1%
-	134000	5.7%
H	127848	5.4%
o	102846	4.4%
F	102758	4.4%
Other values (16)	481408	20.5%

HEAT_SYSTEM
Categorical

HIGH CORRELATION MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	110013
Missing (%)	60.4%
Memory size	1.4 MiB

I - Indiv. Cntrl	43889
Y - Self Contained	19271
C - Common	8042
N - None	969
1	58

Length

Max length	18
Median length	16
Mean length	15.746196
Min length	1

Characters and Unicode

Total characters	1137332
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	I - Indiv. Cntrl
2nd row	I - Indiv. Cntrl
3rd row	I - Indiv. Cntrl
4th row	I - Indiv. Cntrl
5th row	Y - Self Contained

Common Values

Value	Count	Frequency (%)
I - Indiv. Cntrl	43889	24.1%
Y - Self Contained	19271	10.6%
C - Common	8042	4.4%
N - None	969	0.5%
1	58	< 0.1%
(Missing)	110013	60.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	72171	25.8%
i	43889	15.7%
indiv	43889	15.7%
cntrl	43889	15.7%
y	19271	6.9%
self	19271	6.9%
contained	19271	6.9%
c	8042	2.9%
common	8042	2.9%
n	969	0.3%
Other values (2)	1027	0.4%

Most occurring characters

Value	Count	Frequency (%)
	207502	18.2%
n	135331	11.9%
I	87778	7.7%
C	79244	7.0%
-	72171	6.3%
t	63160	5.6%
d	63160	5.6%
i	63160	5.6%
l	63160	5.6%
r	43889	3.9%
Other values (11)	258777	22.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1137332	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	207502	18.2%
n	135331	11.9%
I	87778	7.7%
C	79244	7.0%
-	72171	6.3%
t	63160	5.6%
d	63160	5.6%
i	63160	5.6%
l	63160	5.6%
r	43889	3.9%
Other values (11)	258777	22.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1137332	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	207502	18.2%
n	135331	11.9%
I	87778	7.7%
C	79244	7.0%
-	72171	6.3%
t	63160	5.6%
d	63160	5.6%
i	63160	5.6%
l	63160	5.6%
r	43889	3.9%
Other values (11)	258777	22.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1137332	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	207502	18.2%
n	135331	11.9%
I	87778	7.7%
C	79244	7.0%
-	72171	6.3%
t	63160	5.6%
d	63160	5.6%
i	63160	5.6%
l	63160	5.6%
r	43889	3.9%
Other values (11)	258777	22.8%

AC_TYPE
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	48272
Missing (%)	26.5%
Memory size	1.4 MiB

N - None	78655
C - Central AC	53937
D - Ductless AC	1377
Y - Yes	1

Length

Max length	15
Median length	8
Mean length	10.487572
Min length	7

Characters and Unicode

Total characters	1405020
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	N - None
2nd row	C - Central AC
3rd row	N - None
4th row	N - None
5th row	N - None

Common Values

Value	Count	Frequency (%)
N - None	78655	43.2%
C - Central AC	53937	29.6%
D - Ductless AC	1377	0.8%
Y - Yes	1	< 0.1%
(Missing)	48272	26.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	133970	29.3%
n	78655	17.2%
none	78655	17.2%
ac	55314	12.1%
c	53937	11.8%
central	53937	11.8%
d	1377	0.3%
ductless	1377	0.3%
y	1	< 0.1%
yes	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	323254	23.0%
C	163188	11.6%
N	157310	11.2%
-	133970	9.5%
e	133970	9.5%
n	132592	9.4%
o	78655	5.6%
l	55314	3.9%
t	55314	3.9%
A	55314	3.9%
Other values (7)	116139	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1405020	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	323254	23.0%
C	163188	11.6%
N	157310	11.2%
-	133970	9.5%
e	133970	9.5%
n	132592	9.4%
o	78655	5.6%
l	55314	3.9%
t	55314	3.9%
A	55314	3.9%
Other values (7)	116139	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1405020	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	323254	23.0%
C	163188	11.6%
N	157310	11.2%
-	133970	9.5%
e	133970	9.5%
n	132592	9.4%
o	78655	5.6%
l	55314	3.9%
t	55314	3.9%
A	55314	3.9%
Other values (7)	116139	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1405020	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	323254	23.0%
C	163188	11.6%
N	157310	11.2%
-	133970	9.5%
e	133970	9.5%
n	132592	9.4%
o	78655	5.6%
l	55314	3.9%
t	55314	3.9%
A	55314	3.9%
Other values (7)	116139	8.3%

FIREPLACES
Real number (ℝ)

MISSING ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	49534
Missing (%)	27.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.34416162

Minimum	0
Maximum	12
Zeros	96980
Zeros (%)	53.2%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.68600397
Coefficient of variation (CV)	1.9932611
Kurtosis	22.273269
Mean	0.34416162
Median Absolute Deviation (MAD)	0
Skewness	3.4407165
Sum	45673
Variance	0.47060145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	96980	53.2%
1	28983	15.9%
2	5085	2.8%
3	917	0.5%
4	359	0.2%
5	167	0.1%
6	114	0.1%
7	48	< 0.1%
8	34	< 0.1%
9	12	< 0.1%
Other values (3)	9	< 0.1%
(Missing)	49534	27.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	96980	53.2%
1	28983	15.9%
2	5085	2.8%
3	917	0.5%
4	359	0.2%
5	167	0.1%
6	114	0.1%
7	48	< 0.1%
8	34	< 0.1%
9	12	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
11	4	< 0.1%
10	3	< 0.1%
9	12	< 0.1%
8	34	< 0.1%
7	48	< 0.1%
6	114	0.1%
5	167	0.1%
4	359	0.2%
3	917	0.5%

ORIENTATION
Categorical

HIGH CORRELATION MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	110268
Missing (%)	60.5%
Memory size	1.4 MiB

T - Through	37600
F - Front/Street	17990
A - Rear Above	10386
M - Middle	2724
C - Courtyard	1761
Other values (2)	1513

Length

Max length	16
Median length	11
Mean length	12.732112
Min length	7

Characters and Unicode

Total characters	916381
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	T - Through
2nd row	T - Through
3rd row	T - Through
4th row	T - Through
5th row	T - Through

Common Values

Value	Count	Frequency (%)
T - Through	37600	20.6%
F - Front/Street	17990	9.9%
A - Rear Above	10386	5.7%
M - Middle	2724	1.5%
C - Courtyard	1761	1.0%
B - Rear Below	1259	0.7%
E - End	254	0.1%
(Missing)	110268	60.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	71974	31.6%
t	37600	16.5%
through	37600	16.5%
f	17990	7.9%
front/street	17990	7.9%
rear	11645	5.1%
a	10386	4.6%
above	10386	4.6%
m	2724	1.2%
middle	2724	1.2%
Other values (6)	6548	2.9%

Most occurring characters

Value	Count	Frequency (%)
	155593	17.0%
r	88747	9.7%
T	75200	8.2%
h	75200	8.2%
-	71974	7.9%
o	68996	7.5%
e	61994	6.8%
t	55731	6.1%
u	39361	4.3%
g	37600	4.1%
Other values (18)	185985	20.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	916381	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	155593	17.0%
r	88747	9.7%
T	75200	8.2%
h	75200	8.2%
-	71974	7.9%
o	68996	7.5%
e	61994	6.8%
t	55731	6.1%
u	39361	4.3%
g	37600	4.1%
Other values (18)	185985	20.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	916381	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	155593	17.0%
r	88747	9.7%
T	75200	8.2%
h	75200	8.2%
-	71974	7.9%
o	68996	7.5%
e	61994	6.8%
t	55731	6.1%
u	39361	4.3%
g	37600	4.1%
Other values (18)	185985	20.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	916381	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	155593	17.0%
r	88747	9.7%
T	75200	8.2%
h	75200	8.2%
-	71974	7.9%
o	68996	7.5%
e	61994	6.8%
t	55731	6.1%
u	39361	4.3%
g	37600	4.1%
Other values (18)	185985	20.3%

NUM_PARKING
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	23
Distinct (%)	< 0.1%
Missing	48623
Missing (%)	26.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.3289427

Minimum	0
Maximum	210
Zeros	58524
Zeros (%)	32.1%
Negative	0
Negative (%)	0.0%
Memory size	1.4 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	210
Range	210
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.411295
Coefficient of variation (CV)	1.8144461
Kurtosis	1663.0013
Mean	1.3289427
Median Absolute Deviation (MAD)	1
Skewness	29.679935
Sum	177572
Variance	5.8143437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	58524	32.1%
1	29227	16.0%
2	21830	12.0%
3	8748	4.8%
4	8222	4.5%
6	3011	1.7%
5	2636	1.4%
8	631	0.3%
7	554	0.3%
10	95	0.1%
Other values (13)	141	0.1%
(Missing)	48623	26.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58524	32.1%
1	29227	16.0%
2	21830	12.0%
3	8748	4.8%
4	8222	4.5%
5	2636	1.4%
6	3011	1.7%
7	554	0.3%
8	631	0.3%
9	88	< 0.1%

Value	Count	Frequency (%)
210	1	< 0.1%
125	24	< 0.1%
56	1	< 0.1%
22	1	< 0.1%
20	1	< 0.1%
18	1	< 0.1%
17	1	< 0.1%
16	3	< 0.1%
14	5	< 0.1%
13	2	< 0.1%

PROP_VIEW
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	46953
Missing (%)	25.8%
Memory size	1.4 MiB

A - Average	110895
G - Good	13086
F - Fair	6033
E - Excellent	4405
P - Poor	525

Length

Max length	13
Median length	11
Mean length	10.629519
Min length	8

Characters and Unicode

Total characters	1438057
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A - Average
2nd row	A - Average
3rd row	A - Average
4th row	A - Average
5th row	A - Average

Common Values

Value	Count	Frequency (%)
A - Average	110895	60.9%
G - Good	13086	7.2%
F - Fair	6033	3.3%
E - Excellent	4405	2.4%
P - Poor	525	0.3%
S - Special	345	0.2%
(Missing)	46953	25.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	135289	33.3%
a	110895	27.3%
average	110895	27.3%
g	13086	3.2%
good	13086	3.2%
f	6033	1.5%
fair	6033	1.5%
e	4405	1.1%
excellent	4405	1.1%
p	525	0.1%
Other values (3)	1215	0.3%

Most occurring characters

Value	Count	Frequency (%)
	270578	18.8%
e	230945	16.1%
A	221790	15.4%
-	135289	9.4%
r	117453	8.2%
a	117273	8.2%
v	110895	7.7%
g	110895	7.7%
o	27222	1.9%
G	26172	1.8%
Other values (12)	69545	4.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1438057	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	270578	18.8%
e	230945	16.1%
A	221790	15.4%
-	135289	9.4%
r	117453	8.2%
a	117273	8.2%
v	110895	7.7%
g	110895	7.7%
o	27222	1.9%
G	26172	1.8%
Other values (12)	69545	4.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1438057	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	270578	18.8%
e	230945	16.1%
A	221790	15.4%
-	135289	9.4%
r	117453	8.2%
a	117273	8.2%
v	110895	7.7%
g	110895	7.7%
o	27222	1.9%
G	26172	1.8%
Other values (12)	69545	4.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1438057	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	270578	18.8%
e	230945	16.1%
A	221790	15.4%
-	135289	9.4%
r	117453	8.2%
a	117273	8.2%
v	110895	7.7%
g	110895	7.7%
o	27222	1.9%
G	26172	1.8%
Other values (12)	69545	4.8%

CORNER_UNIT
Categorical

HIGH CORRELATION MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	110271
Missing (%)	60.5%
Memory size	1.4 MiB

N - No	58140
Y - Yes	13831

Length

Max length	7
Median length	6
Mean length	6.1921746
Min length	6

Characters and Unicode

Total characters	445657
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N - No
2nd row	N - No
3rd row	N - No
4th row	N - No
5th row	N - No

Common Values

Value	Count	Frequency (%)
N - No	58140	31.9%
Y - Yes	13831	7.6%
(Missing)	110271	60.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
	71971	33.3%
n	58140	26.9%
no	58140	26.9%
y	13831	6.4%
yes	13831	6.4%

Most occurring characters

Value	Count	Frequency (%)
	143942	32.3%
N	116280	26.1%
-	71971	16.1%
o	58140	13.0%
Y	27662	6.2%
e	13831	3.1%
s	13831	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	445657	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	143942	32.3%
N	116280	26.1%
-	71971	16.1%
o	58140	13.0%
Y	27662	6.2%
e	13831	3.1%
s	13831	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	445657	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	143942	32.3%
N	116280	26.1%
-	71971	16.1%
o	58140	13.0%
Y	27662	6.2%
e	13831	3.1%
s	13831	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	445657	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	143942	32.3%
N	116280	26.1%
-	71971	16.1%
o	58140	13.0%
Y	27662	6.2%
e	13831	3.1%
s	13831	3.1%

Auto

Heatmap
Table

	AC_TYPE	BDRM_COND	BED_RMS	BTHRM_STYLE1	BTHRM_STYLE2	BTHRM_STYLE3	CD_FLOOR	CITY	CM_ID	COM_UNITS	CORNER_UNIT	EXT_COND	EXT_FNISHED	FIREPLACES	FULL_BTH	GIS_ID	GROSS_AREA	HEAT_SYSTEM	HEAT_TYPE	HLF_BTH	INT_COND	INT_WALL	KITCHENS	KITCHEN_STYLE1	KITCHEN_STYLE2	KITCHEN_STYLE3	KITCHEN_TYPE	LIVING_AREA	LU	LUC	NUM_BLDGS	NUM_PARKING	ORIENTATION	OVERALL_COND	OWN_OCC	PID	PROP_VIEW	RC_UNITS	RES_FLOOR	RES_UNITS	ROOF_COVER	ROOF_STRUCTURE	STRUCTURE_CLASS	ST_NUM	TT_RMS	YR_BUILT	YR_REMODEL	ZIP_CODE	_id
AC_TYPE	1.000	0.089	0.182	0.277	0.359	0.374	0.143	0.208	0.190	1.000	0.048	0.372	0.304	0.036	0.069	0.203	1.000	0.193	0.342	0.070	0.319	0.116	0.242	0.275	0.250	0.251	0.266	1.000	0.245	0.016	0.005	0.000	0.077	0.208	0.030	0.203	0.171	1.000	0.000	1.000	0.220	0.174	0.146	0.032	0.195	0.000	0.006	0.119	0.213
BDRM_COND	0.089	1.000	0.026	0.191	0.214	0.212	0.247	0.148	0.127	0.000	0.142	0.162	0.276	0.051	0.064	0.127	1.000	0.072	0.101	0.069	0.145	0.189	0.000	0.188	0.479	1.000	0.094	1.000	0.004	0.009	0.000	1.000	0.101	0.181	0.074	0.127	0.188	0.000	0.022	0.000	0.089	0.055	0.364	0.035	0.127	0.000	0.000	0.127	0.155
BED_RMS	0.182	0.026	1.000	0.107	0.190	0.237	-0.189	0.206	0.150	NaN	0.027	0.158	0.200	0.034	0.659	0.261	0.898	0.051	0.108	0.171	0.142	0.044	0.696	0.113	0.062	0.083	0.355	0.873	0.351	0.282	0.003	0.449	0.125	0.044	0.239	0.261	0.100	NaN	0.742	NaN	0.211	0.221	0.138	-0.146	0.940	-0.147	0.277	0.123	0.261
BTHRM_STYLE1	0.277	0.191	0.107	1.000	0.756	0.668	0.231	0.234	0.195	0.000	0.119	0.350	0.338	0.080	0.057	0.195	1.000	0.156	0.218	0.088	0.525	0.355	0.118	0.769	0.542	0.552	0.177	1.000	0.168	1.000	0.015	0.012	0.125	0.330	0.057	0.195	0.228	0.000	0.012	0.000	0.198	0.138	0.307	0.060	0.122	0.000	0.006	0.159	0.218
BTHRM_STYLE2	0.359	0.214	0.190	0.756	1.000	0.820	0.265	0.279	0.183	0.000	0.145	0.374	0.372	0.038	0.063	0.218	1.000	0.124	0.220	0.055	0.499	0.351	0.185	0.658	0.678	0.638	0.261	1.000	0.260	1.000	0.021	0.000	0.146	0.325	0.084	0.218	0.252	0.000	0.012	0.000	0.215	0.187	0.313	0.039	0.207	0.000	0.000	0.209	0.258
BTHRM_STYLE3	0.374	0.212	0.237	0.668	0.820	1.000	0.294	0.298	0.223	0.000	0.216	0.407	0.385	0.054	0.130	0.209	1.000	0.126	0.216	0.174	0.506	0.357	0.255	0.613	0.589	0.713	0.309	1.000	0.305	1.000	0.034	0.000	0.208	0.346	0.080	0.209	0.294	0.000	0.014	0.000	0.195	0.138	0.413	0.040	0.271	1.000	0.008	0.239	0.273
CD_FLOOR	0.143	0.247	-0.189	0.231	0.265	0.294	1.000	0.114	-0.260	NaN	0.169	0.205	0.211	-0.103	0.032	-0.260	-0.061	0.213	0.061	-0.077	0.162	0.315	-0.010	0.220	1.000	1.000	0.079	-0.051	1.000	NaN	0.004	-0.102	0.121	0.169	0.097	-0.260	0.403	NaN	-0.382	NaN	0.181	0.124	0.389	0.021	-0.216	0.184	-0.070	-0.232	-0.260
CITY	0.208	0.148	0.206	0.234	0.279	0.298	0.114	1.000	0.660	0.000	0.150	0.195	0.196	0.045	0.078	0.681	0.010	0.154	0.137	0.074	0.217	0.166	0.183	0.229	0.126	0.099	0.252	0.010	0.175	0.072	0.006	0.026	0.169	0.080	0.261	0.681	0.177	0.000	0.021	0.084	0.265	0.265	0.259	0.176	0.220	0.000	0.021	0.694	0.752
CM_ID	0.190	0.127	0.150	0.195	0.183	0.223	-0.260	0.660	1.000	-0.125	0.143	0.147	0.227	-0.104	0.011	1.000	-0.008	0.162	0.145	-0.014	0.194	0.119	0.135	0.195	0.561	0.217	0.140	-0.014	0.078	-0.048	0.000	0.230	0.135	0.099	0.153	1.000	0.152	-0.004	0.028	-0.169	0.237	0.219	0.341	0.066	0.135	0.101	-0.023	0.582	1.000
COM_UNITS	1.000	0.000	NaN	0.000	0.000	0.000	NaN	0.000	-0.125	1.000	0.000	0.016	0.000	NaN	NaN	-0.125	0.307	1.000	1.000	NaN	0.000	0.000	NaN	0.000	0.000	0.000	0.000	NaN	1.000	NaN	0.000	NaN	0.000	0.000	1.000	-0.125	1.000	0.093	0.248	0.073	0.000	0.000	1.000	0.145	NaN	0.105	NaN	-0.137	-0.125
CORNER_UNIT	0.048	0.142	0.027	0.119	0.145	0.216	0.169	0.150	0.143	0.000	1.000	0.136	0.208	0.044	0.050	0.143	1.000	0.063	0.034	0.042	0.127	0.094	0.000	0.112	0.410	0.524	0.074	1.000	1.000	1.000	0.000	1.000	0.295	0.098	0.036	0.143	0.169	0.000	0.000	0.000	0.144	0.146	0.046	0.062	0.085	0.000	0.000	0.101	0.169
EXT_COND	0.372	0.162	0.158	0.350	0.374	0.407	0.205	0.195	0.147	0.016	0.136	1.000	0.385	0.038	0.058	0.184	0.000	0.095	0.209	0.038	0.428	0.274	0.163	0.343	0.222	0.211	0.227	0.000	0.233	0.047	0.011	0.037	0.127	0.398	0.070	0.184	0.205	0.000	0.030	0.077	0.219	0.170	0.284	0.044	0.166	0.009	0.000	0.099	0.193
EXT_FNISHED	0.304	0.276	0.200	0.338	0.372	0.385	0.211	0.196	0.227	0.000	0.208	0.385	1.000	0.035	0.087	0.229	0.125	0.178	0.155	0.093	0.305	0.354	0.463	0.329	0.145	0.136	0.236	0.130	0.331	0.344	0.000	0.584	0.213	0.203	0.334	0.229	0.211	0.000	0.168	0.131	0.303	0.259	0.596	0.075	0.218	0.000	0.036	0.218	0.244
FIREPLACES	0.036	0.051	0.034	0.080	0.038	0.054	-0.103	0.045	-0.104	NaN	0.044	0.038	0.035	1.000	0.044	0.018	0.103	0.032	0.021	0.253	0.048	0.129	-0.181	0.087	0.123	0.117	0.044	0.103	0.070	-0.283	0.002	0.125	0.049	0.091	0.038	0.018	0.029	NaN	0.057	NaN	0.082	0.061	0.099	0.000	0.054	-0.062	0.104	-0.011	0.018
FULL_BTH	0.069	0.064	0.659	0.057	0.063	0.130	0.032	0.078	0.011	NaN	0.050	0.058	0.087	0.044	1.000	0.062	0.311	0.024	0.055	0.193	0.047	0.044	0.859	0.058	0.150	0.177	0.245	0.343	0.250	-0.256	0.017	0.233	0.030	0.047	0.045	0.062	0.040	NaN	0.433	NaN	0.019	0.011	0.065	-0.112	0.664	-0.060	0.233	0.052	0.062
GIS_ID	0.203	0.127	0.261	0.195	0.218	0.209	-0.260	0.681	1.000	-0.125	0.143	0.184	0.229	0.018	0.062	1.000	0.194	0.162	0.132	0.081	0.202	0.145	0.126	0.191	0.133	0.094	0.208	0.116	0.191	-0.125	0.002	0.438	0.135	0.070	0.197	1.000	0.161	-0.004	0.034	-0.169	0.262	0.258	0.247	-0.058	0.255	0.150	-0.023	0.608	1.000
GROSS_AREA	1.000	1.000	0.898	1.000	1.000	1.000	-0.061	0.010	-0.008	0.307	1.000	0.000	0.125	0.103	0.311	0.194	1.000	1.000	1.000	0.141	1.000	1.000	0.245	1.000	1.000	1.000	1.000	0.970	0.052	0.303	0.000	0.519	1.000	0.051	0.025	0.194	0.006	0.143	0.775	0.252	0.002	0.000	0.102	-0.089	0.925	-0.104	0.243	0.070	0.194
HEAT_SYSTEM	0.193	0.072	0.051	0.156	0.124	0.126	0.213	0.154	0.162	1.000	0.063	0.095	0.178	0.032	0.024	0.162	1.000	1.000	0.232	0.063	0.109	0.102	0.000	0.137	0.234	0.000	0.041	1.000	0.020	0.020	0.013	1.000	0.090	0.116	0.122	0.162	0.083	1.000	0.000	1.000	0.166	0.077	0.089	0.071	0.084	0.000	0.000	0.067	0.176
HEAT_TYPE	0.342	0.101	0.108	0.218	0.220	0.216	0.061	0.137	0.145	1.000	0.034	0.209	0.155	0.021	0.055	0.132	1.000	0.232	1.000	0.035	0.212	0.088	0.111	0.212	0.101	0.099	0.155	1.000	0.143	0.017	0.000	0.000	0.056	0.140	0.065	0.132	0.099	1.000	0.005	1.000	0.139	0.089	0.374	0.035	0.124	0.000	0.000	0.083	0.131
HLF_BTH	0.070	0.069	0.171	0.088	0.055	0.174	-0.077	0.074	-0.014	NaN	0.042	0.038	0.093	0.253	0.193	0.081	0.141	0.063	0.035	1.000	0.050	0.081	0.136	0.089	0.115	0.155	0.155	0.143	0.180	-0.371	0.031	0.220	0.056	0.069	0.268	0.081	0.046	NaN	0.220	NaN	0.109	0.117	0.103	-0.094	0.178	0.091	0.190	0.068	0.081
INT_COND	0.319	0.145	0.142	0.525	0.499	0.506	0.162	0.217	0.194	0.000	0.127	0.428	0.305	0.048	0.047	0.202	1.000	0.109	0.212	0.050	1.000	0.294	0.142	0.533	0.412	0.418	0.215	1.000	0.202	0.012	0.009	0.000	0.116	0.478	0.044	0.202	0.194	0.000	0.009	0.000	0.198	0.160	0.178	0.046	0.152	0.006	0.012	0.121	0.215
INT_WALL	0.116	0.189	0.044	0.355	0.351	0.357	0.315	0.166	0.119	0.000	0.094	0.274	0.354	0.129	0.044	0.145	1.000	0.102	0.088	0.081	0.294	1.000	0.099	0.366	0.168	0.155	0.099	1.000	0.229	0.144	0.016	0.000	0.104	0.260	0.057	0.145	0.223	0.000	0.008	0.000	0.165	0.115	0.338	0.028	0.041	0.000	0.000	0.118	0.166
KITCHENS	0.242	0.000	0.696	0.118	0.185	0.255	-0.010	0.183	0.135	NaN	0.000	0.163	0.463	-0.181	0.859	0.126	0.245	0.000	0.111	0.136	0.142	0.099	1.000	0.133	0.034	0.048	0.777	0.222	0.752	-0.210	0.007	0.223	0.000	0.061	0.475	0.126	0.078	NaN	0.417	NaN	0.179	0.172	0.225	-0.125	0.721	-0.165	0.066	0.097	0.126
KITCHEN_STYLE1	0.275	0.188	0.113	0.769	0.658	0.613	0.220	0.229	0.195	0.000	0.112	0.343	0.329	0.087	0.058	0.191	1.000	0.137	0.212	0.089	0.533	0.366	0.133	1.000	0.638	0.646	0.192	1.000	0.172	1.000	0.014	0.000	0.125	0.319	0.057	0.191	0.215	0.000	0.011	0.000	0.191	0.136	0.298	0.051	0.129	0.000	0.006	0.156	0.218
KITCHEN_STYLE2	0.250	0.479	0.062	0.542	0.678	0.589	1.000	0.126	0.561	0.000	0.410	0.222	0.145	0.123	0.150	0.133	1.000	0.234	0.101	0.115	0.412	0.168	0.034	0.638	1.000	0.812	0.087	1.000	0.068	1.000	0.006	0.015	0.283	0.358	0.101	0.133	0.061	0.000	1.000	0.000	0.088	0.066	0.128	0.007	0.029	1.000	0.065	0.066	0.138
KITCHEN_STYLE3	0.251	1.000	0.083	0.552	0.638	0.713	1.000	0.099	0.217	0.000	0.524	0.211	0.136	0.117	0.177	0.094	1.000	0.000	0.099	0.155	0.418	0.155	0.048	0.646	0.812	1.000	0.095	1.000	0.083	1.000	0.009	0.021	1.000	0.357	0.148	0.094	0.064	0.000	1.000	0.000	0.090	0.023	0.030	0.016	0.050	1.000	0.000	0.041	0.105
KITCHEN_TYPE	0.266	0.094	0.355	0.177	0.261	0.309	0.079	0.252	0.140	0.000	0.074	0.227	0.236	0.044	0.245	0.208	1.000	0.041	0.155	0.155	0.215	0.099	0.777	0.192	0.087	0.095	1.000	1.000	0.950	1.000	0.003	0.003	0.140	0.076	0.304	0.208	0.141	0.000	0.000	0.000	0.272	0.289	0.172	0.049	0.430	0.000	0.008	0.166	0.228
LIVING_AREA	1.000	1.000	0.873	1.000	1.000	1.000	-0.051	0.010	-0.014	NaN	1.000	0.000	0.130	0.103	0.343	0.116	0.970	1.000	1.000	0.143	1.000	1.000	0.222	1.000	1.000	1.000	1.000	1.000	0.049	0.369	0.000	0.449	1.000	0.047	0.023	0.116	0.006	NaN	0.790	NaN	0.000	0.000	0.096	-0.065	0.900	-0.104	0.248	0.004	0.116
LU	0.245	0.004	0.351	0.168	0.260	0.305	1.000	0.175	0.078	1.000	1.000	0.233	0.331	0.070	0.250	0.191	0.052	0.020	0.143	0.180	0.202	0.229	0.752	0.172	0.068	0.083	0.950	0.049	1.000	0.838	0.012	0.330	1.000	0.095	0.570	0.191	0.122	1.000	0.057	1.000	0.268	0.279	0.307	0.067	0.408	0.000	0.033	0.140	0.211
LUC	0.016	0.009	0.282	1.000	1.000	1.000	NaN	0.072	-0.048	NaN	1.000	0.047	0.344	-0.283	-0.256	-0.125	0.303	0.020	0.017	-0.371	0.012	0.144	-0.210	1.000	1.000	1.000	1.000	0.369	0.838	1.000	0.005	-0.083	1.000	0.054	0.416	-0.125	0.016	NaN	0.459	NaN	0.038	0.044	0.191	0.073	0.294	-0.045	-0.038	-0.134	-0.125
NUM_BLDGS	0.005	0.000	0.003	0.015	0.021	0.034	0.004	0.006	0.000	0.000	0.000	0.011	0.000	0.002	0.017	0.002	0.000	0.013	0.000	0.031	0.009	0.016	0.007	0.014	0.006	0.009	0.003	0.000	0.012	0.005	1.000	0.000	0.000	0.012	0.004	0.002	0.005	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.003	0.000	0.000	0.003	0.004
NUM_PARKING	0.000	1.000	0.449	0.012	0.000	0.000	-0.102	0.026	0.230	NaN	1.000	0.037	0.584	0.125	0.233	0.438	0.519	1.000	0.000	0.220	0.000	0.000	0.223	0.000	0.015	0.021	0.003	0.449	0.330	-0.083	0.000	1.000	1.000	0.016	0.016	0.438	0.000	NaN	0.311	NaN	0.013	0.010	0.039	-0.103	0.457	0.142	0.166	0.286	0.438
ORIENTATION	0.077	0.101	0.125	0.125	0.146	0.208	0.121	0.169	0.135	0.000	0.295	0.127	0.213	0.049	0.030	0.135	1.000	0.090	0.056	0.056	0.116	0.104	0.000	0.125	0.283	1.000	0.140	1.000	1.000	1.000	0.000	1.000	1.000	0.073	0.168	0.135	0.162	0.000	0.031	0.000	0.160	0.149	0.370	0.088	0.172	0.000	0.000	0.157	0.162
OVERALL_COND	0.208	0.181	0.044	0.330	0.325	0.346	0.169	0.080	0.099	0.000	0.098	0.398	0.203	0.091	0.047	0.070	0.051	0.116	0.140	0.069	0.478	0.260	0.061	0.319	0.358	0.357	0.076	0.047	0.095	0.054	0.012	0.016	0.073	1.000	0.058	0.070	0.139	0.000	0.031	0.059	0.170	0.124	0.286	0.021	0.055	0.000	0.034	0.091	0.076
OWN_OCC	0.030	0.074	0.239	0.057	0.084	0.080	0.097	0.261	0.153	1.000	0.036	0.070	0.334	0.038	0.045	0.197	0.025	0.122	0.065	0.268	0.044	0.057	0.475	0.057	0.101	0.148	0.304	0.023	0.570	0.416	0.004	0.016	0.168	0.058	1.000	0.197	0.091	1.000	0.045	1.000	0.260	0.265	0.199	0.086	0.292	0.000	0.013	0.127	0.255
PID	0.203	0.127	0.261	0.195	0.218	0.209	-0.260	0.681	1.000	-0.125	0.143	0.184	0.229	0.018	0.062	1.000	0.194	0.162	0.132	0.081	0.202	0.145	0.126	0.191	0.133	0.094	0.208	0.116	0.191	-0.125	0.002	0.438	0.135	0.070	0.197	1.000	0.161	-0.004	0.034	-0.169	0.262	0.258	0.247	-0.058	0.255	0.150	-0.023	0.608	1.000
PROP_VIEW	0.171	0.188	0.100	0.228	0.252	0.294	0.403	0.177	0.152	1.000	0.169	0.205	0.211	0.029	0.040	0.161	0.006	0.083	0.099	0.046	0.194	0.223	0.078	0.215	0.061	0.064	0.141	0.006	0.122	0.016	0.005	0.000	0.162	0.139	0.091	0.161	1.000	1.000	0.010	0.077	0.157	0.131	0.324	0.029	0.105	0.000	0.000	0.155	0.185
RC_UNITS	1.000	0.000	NaN	0.000	0.000	0.000	NaN	0.000	-0.004	0.093	0.000	0.000	0.000	NaN	NaN	-0.004	0.143	1.000	1.000	NaN	0.000	0.000	NaN	0.000	0.000	0.000	0.000	NaN	1.000	NaN	0.000	NaN	0.000	0.000	1.000	-0.004	1.000	1.000	0.075	-0.035	0.000	0.000	1.000	0.055	NaN	0.043	NaN	-0.008	-0.004
RES_FLOOR	0.000	0.022	0.742	0.012	0.012	0.014	-0.382	0.021	0.028	0.248	0.000	0.030	0.168	0.057	0.433	0.034	0.775	0.000	0.005	0.220	0.009	0.008	0.417	0.011	1.000	1.000	0.000	0.790	0.057	0.459	0.000	0.311	0.031	0.031	0.045	0.034	0.010	0.075	1.000	0.473	0.021	0.017	0.122	-0.088	0.767	-0.161	0.197	-0.024	0.034
RES_UNITS	1.000	0.000	NaN	0.000	0.000	0.000	NaN	0.084	-0.169	0.073	0.000	0.077	0.131	NaN	NaN	-0.169	0.252	1.000	1.000	NaN	0.000	0.000	NaN	0.000	0.000	0.000	0.000	NaN	1.000	NaN	0.000	NaN	0.000	0.059	1.000	-0.169	0.077	-0.035	0.473	1.000	0.059	0.038	0.205	0.120	NaN	0.308	NaN	-0.240	-0.169
ROOF_COVER	0.220	0.089	0.211	0.198	0.215	0.195	0.181	0.265	0.237	0.000	0.144	0.219	0.303	0.082	0.019	0.262	0.002	0.166	0.139	0.109	0.198	0.165	0.179	0.191	0.088	0.090	0.272	0.000	0.268	0.038	0.003	0.013	0.160	0.170	0.260	0.262	0.157	0.000	0.021	0.059	1.000	0.506	0.245	0.064	0.233	0.000	0.000	0.154	0.280
ROOF_STRUCTURE	0.174	0.055	0.221	0.138	0.187	0.138	0.124	0.265	0.219	0.000	0.146	0.170	0.259	0.061	0.011	0.258	0.000	0.077	0.089	0.117	0.160	0.115	0.172	0.136	0.066	0.023	0.289	0.000	0.279	0.044	0.000	0.010	0.149	0.124	0.265	0.258	0.131	0.000	0.017	0.038	0.506	1.000	0.203	0.060	0.247	0.000	0.003	0.146	0.269
STRUCTURE_CLASS	0.146	0.364	0.138	0.307	0.313	0.413	0.389	0.259	0.341	1.000	0.046	0.284	0.596	0.099	0.065	0.247	0.102	0.089	0.374	0.103	0.178	0.338	0.225	0.298	0.128	0.030	0.172	0.096	0.307	0.191	0.000	0.039	0.370	0.286	0.199	0.247	0.324	1.000	0.122	0.205	0.245	0.203	1.000	0.084	0.188	1.000	0.062	0.229	0.258
ST_NUM	0.032	0.035	-0.146	0.060	0.039	0.040	0.021	0.176	0.066	0.145	0.062	0.044	0.075	0.000	-0.112	-0.058	-0.089	0.071	0.035	-0.094	0.046	0.028	-0.125	0.051	0.007	0.016	0.049	-0.065	0.067	0.073	0.000	-0.103	0.088	0.021	0.086	-0.058	0.029	0.055	-0.088	0.120	0.064	0.060	0.084	1.000	-0.149	0.028	-0.028	0.016	-0.058
TT_RMS	0.195	0.127	0.940	0.122	0.207	0.271	-0.216	0.220	0.135	NaN	0.085	0.166	0.218	0.054	0.664	0.255	0.925	0.084	0.124	0.178	0.152	0.041	0.721	0.129	0.029	0.050	0.430	0.900	0.408	0.294	0.003	0.457	0.172	0.055	0.292	0.255	0.105	NaN	0.767	NaN	0.233	0.247	0.188	-0.149	1.000	-0.176	0.282	0.125	0.255
YR_BUILT	0.000	0.000	-0.147	0.000	0.000	1.000	0.184	0.000	0.101	0.105	0.000	0.009	0.000	-0.062	-0.060	0.150	-0.104	0.000	0.000	0.091	0.006	0.000	-0.165	0.000	1.000	1.000	0.000	-0.104	0.000	-0.045	0.000	0.142	0.000	0.000	0.000	0.150	0.000	0.043	-0.161	0.308	0.000	0.000	1.000	0.028	-0.176	1.000	0.055	0.160	0.150
YR_REMODEL	0.006	0.000	0.277	0.006	0.000	0.008	-0.070	0.021	-0.023	NaN	0.000	0.000	0.036	0.104	0.233	-0.023	0.243	0.000	0.000	0.190	0.012	0.000	0.066	0.006	0.065	0.000	0.008	0.248	0.033	-0.038	0.000	0.166	0.000	0.034	0.013	-0.023	0.000	NaN	0.197	NaN	0.000	0.003	0.062	-0.028	0.282	0.055	1.000	0.007	-0.023
ZIP_CODE	0.119	0.127	0.123	0.159	0.209	0.239	-0.232	0.694	0.582	-0.137	0.101	0.099	0.218	-0.011	0.052	0.608	0.070	0.067	0.083	0.068	0.121	0.118	0.097	0.156	0.066	0.041	0.166	0.004	0.140	-0.134	0.003	0.286	0.157	0.091	0.127	0.608	0.155	-0.008	-0.024	-0.240	0.154	0.146	0.229	0.016	0.125	0.160	0.007	1.000	0.608
_id	0.213	0.155	0.261	0.218	0.258	0.273	-0.260	0.752	1.000	-0.125	0.169	0.193	0.244	0.018	0.062	1.000	0.194	0.176	0.131	0.081	0.215	0.166	0.126	0.218	0.138	0.105	0.228	0.116	0.211	-0.125	0.004	0.438	0.162	0.076	0.255	1.000	0.185	-0.004	0.034	-0.169	0.280	0.269	0.258	-0.058	0.255	0.150	-0.023	0.608	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	_id	PID	CM_ID	GIS_ID	ST_NUM	ST_NAME	UNIT_NUM	CITY	ZIP_CODE	BLDG_SEQ	NUM_BLDGS	LUC	LU	LU_DESC	BLDG_TYPE	OWN_OCC	OWNER	MAIL_ADDRESSEE	MAIL_STREET_ADDRESS	MAIL_CITY	MAIL_STATE	MAIL_ZIP_CODE	RES_FLOOR	CD_FLOOR	RES_UNITS	COM_UNITS	RC_UNITS	LAND_SF	GROSS_AREA	LIVING_AREA	LAND_VALUE	BLDG_VALUE	TOTAL_VALUE	GROSS_TAX	YR_BUILT	YR_REMODEL	STRUCTURE_CLASS	ROOF_STRUCTURE	ROOF_COVER	INT_WALL	EXT_FNISHED	INT_COND	EXT_COND	OVERALL_COND	BED_RMS	FULL_BTH	KITCHENS	TT_RMS	BDRM_COND	BTHRM_STYLE1	BTHRM_STYLE2	BTHRM_STYLE3	KITCHEN_TYPE	KITCHEN_STYLE1	KITCHEN_STYLE2	KITCHEN_STYLE3	HEAT_TYPE	HEAT_SYSTEM	AC_TYPE	ORIENTATION	NUM_PARKING	PROP_VIEW	CORNER_UNIT
0	1	100001000	NaN	100001000	104.0	PUTNAM ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	RE - Row End	Y	PASCUCCI CARLO	NaN	195 LEXINGTON ST	EAST BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	1,150	3353.0	2202.0	197,600	594,400	792,000	$8,632.80	1900.0	NaN	NaN	F - Flat	C - Composition	N - Normal	A - Asbestos	A - Average	F - Fair	A - Average	6.0	3.0	3.0	12.0	NaN	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	3F - 3 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	W - Ht Water/Steam	NaN	N - None	NaN	3.0	A - Average	NaN
1	2	100002000	NaN	100002000	197.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	RM - Row Middle	N	SEMBRANO RODERICK	NaN	197 LEXINGTON ST	EAST BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	1,150	3047.0	2307.0	198,500	619,700	818,200	$8,918.38	1920.0	2000.0	NaN	F - Flat	C - Composition	N - Normal	M - Vinyl	A - Average	A - Average	A - Average	3.0	3.0	3.0	9.0	NaN	M - Modern	M - Modern	M - Modern	3F - 3 Full Eat In Kitchens	M - Modern	M - Modern	M - Modern	F - Forced Hot Air	NaN	C - Central AC	NaN	0.0	A - Average	NaN
2	3	100003000	NaN	100003000	199.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	RM - Row Middle	Y	GUERRA CHEVARRIA ANA S	NaN	199 LEXINGTON ST	EAST BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	1,150	3392.0	2268.0	199,100	605,300	804,400	$8,767.96	1905.0	1985.0	NaN	F - Flat	C - Composition	N - Normal	M - Vinyl	A - Average	G - Good	A - Average	5.0	3.0	3.0	13.0	NaN	M - Modern	M - Modern	M - Modern	3F - 3 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	S - Space Heat	NaN	N - None	NaN	0.0	A - Average	NaN
3	4	100004000	NaN	100004000	201.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	RM - Row Middle	N	JB REALTY TRUST	NaN	PO BOX 557 #	EVERETT	MA	2149.0	3.0	NaN	NaN	NaN	NaN	1,150	3108.0	2028.0	199,700	535,600	735,300	$8,014.77	1900.0	1991.0	NaN	M - Mansard	C - Composition	N - Normal	M - Vinyl	A - Average	A - Average	A - Average	5.0	3.0	3.0	11.0	NaN	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	3F - 3 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	W - Ht Water/Steam	NaN	N - None	NaN	0.0	A - Average	NaN
4	5	100005000	NaN	100005000	203.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	104	R2	TWO-FAM DWELLING	RE - Row End	Y	MARKS TRAVIS JOSEPH	NaN	203 Lexington ST	EAST BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	2,010	3700.0	2546.0	230,200	501,400	731,600	$7,974.44	1900.0	1978.0	NaN	M - Mansard	C - Composition	N - Normal	M - Vinyl	A - Average	F - Fair	A - Average	6.0	3.0	2.0	13.0	NaN	N - No Remodeling	N - No Remodeling	N - No Remodeling	2F - 2 Full Eat In Kitchens	N - No Remodeling	N - No Remodeling	NaN	W - Ht Water/Steam	NaN	N - None	NaN	0.0	A - Average	NaN
5	6	100006000	NaN	100006000	205.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	DK - Decker	N	205 LEXINGTON LLC	NaN	28 LAUDHOLM RD	NEWTON	MA	2458.0	3.0	NaN	NaN	NaN	NaN	2,500	6278.0	4362.0	263,800	1,037,400	1,301,200	$14,183.08	1900.0	2018.0	NaN	F - Flat	R - Rubber Roof	N - Normal	A - Asbestos	G - Good	A - Average	A - Average	13.0	6.0	3.0	20.0	NaN	M - Modern	M - Modern	M - Modern	3F - 3 Full Eat In Kitchens	M - Modern	M - Modern	M - Modern	E - Electric	NaN	N - None	NaN	0.0	A - Average	NaN
6	7	100007000	NaN	100007000	209.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	DK - Decker	N	YOON SUNG PIL	NaN	-211 209 LEXINGTON ST	EAST BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	2,500	6432.0	4296.0	264,700	1,003,200	1,267,900	$13,820.11	1900.0	2009.0	NaN	F - Flat	R - Rubber Roof	N - Normal	A - Asbestos	A - Average	A - Average	A - Average	14.0	5.0	3.0	20.0	NaN	M - Modern	M - Modern	M - Modern	3F - 3 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	W - Ht Water/Steam	NaN	N - None	NaN	0.0	A - Average	NaN
7	8	100008000	NaN	100008000	213.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	DK - Decker	Y	CASTALDINI ANTONIO	NaN	213 LEXINGTON ST	E BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	2,500	6048.0	4080.0	265,300	885,400	1,150,700	$12,542.63	1900.0	NaN	NaN	F - Flat	C - Composition	N - Normal	M - Vinyl	A - Average	A - Average	A - Average	11.0	3.0	3.0	16.0	NaN	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	3F - 3 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	W - Ht Water/Steam	NaN	N - None	NaN	0.0	A - Average	NaN
8	9	100009000	NaN	100009000	215.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	DK - Decker	N	BEAGLEMIKE FAMILY TRUST	NaN	215 LEXINGTON ST	EAST BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	2,500	4339.0	2937.0	265,900	619,300	885,200	$9,648.68	1900.0	1998.0	NaN	F - Flat	R - Rubber Roof	N - Normal	A - Asbestos	A - Average	A - Average	A - Average	5.0	3.0	3.0	14.0	NaN	S - Semi-Modern	S - Semi-Modern	M - Modern	3F - 3 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	M - Modern	W - Ht Water/Steam	NaN	N - None	NaN	0.0	A - Average	NaN
9	10	100010000	NaN	100010000	217.0	Lexington ST	NaN	EAST BOSTON	2128.0	1	1	105	R3	THREE-FAM DWELLING	DK - Decker	N	APPLETON GROVE LLC	C/O LAUREN SCHOENADEL	217 LEXINGTON ST UNIT 1	BOSTON	MA	2128.0	3.0	NaN	NaN	NaN	NaN	2,500	4659.0	3241.0	226,700	811,000	1,037,700	$11,310.93	1900.0	2020.0	NaN	F - Flat	R - Rubber Roof	N - Normal	C - Cement Board	G - Good	G - Good	G - Good	6.0	3.0	3.0	14.0	NaN	M - Modern	M - Modern	M - Modern	3F - 3 Full Eat In Kitchens	M - Modern	M - Modern	M - Modern	W - Ht Water/Steam	NaN	C - Central AC	NaN	0.0	A - Average	NaN

	_id	PID	CM_ID	GIS_ID	ST_NUM	ST_NAME	UNIT_NUM	CITY	ZIP_CODE	BLDG_SEQ	NUM_BLDGS	LUC	LU	LU_DESC	BLDG_TYPE	OWN_OCC	OWNER	MAIL_ADDRESSEE	MAIL_STREET_ADDRESS	MAIL_CITY	MAIL_STATE	MAIL_ZIP_CODE	RES_FLOOR	CD_FLOOR	RES_UNITS	COM_UNITS	RC_UNITS	LAND_SF	GROSS_AREA	LIVING_AREA	LAND_VALUE	BLDG_VALUE	TOTAL_VALUE	GROSS_TAX	YR_BUILT	YR_REMODEL	STRUCTURE_CLASS	ROOF_STRUCTURE	ROOF_COVER	INT_WALL	EXT_FNISHED	INT_COND	EXT_COND	OVERALL_COND	BED_RMS	FULL_BTH	HLF_BTH	KITCHENS	TT_RMS	BDRM_COND	BTHRM_STYLE1	BTHRM_STYLE2	BTHRM_STYLE3	KITCHEN_TYPE	KITCHEN_STYLE1	KITCHEN_STYLE2	KITCHEN_STYLE3	HEAT_TYPE	HEAT_SYSTEM	AC_TYPE	FIREPLACES	ORIENTATION	NUM_PARKING	PROP_VIEW	CORNER_UNIT
182232	182233	2205663001	NaN	2205663001	20.0	Lake ST	NaN	BRIGHTON	2135.0	1	1	101	R1	SINGLE FAM DWELLING	SD - Semi-Det	Y	MCGOVERN DENNIS	C/O DENNIS L MCGOVERN	20 LAKE ST	BRIGHTON	MA	2135	2.0	NaN	NaN	NaN	NaN	3,778	4240.0	2390.4	289,500	633,400	922,900	$10,059.61	1920.0	NaN	NaN	H - Hip	S - Slate	N - Normal	S - Stucco	A - Average	A - Average	A - Average	7.0	2.0	1.0	1.0	10.0	NaN	S - Semi-Modern	S - Semi-Modern	S - Semi-Modern	1F - 1 Full Eat In Kitchens	S - Semi-Modern	NaN	NaN	W - Ht Water/Steam	NaN	N - None	2.0	NaN	3.0	A - Average	NaN
182233	182234	2205664000	NaN	2205664000	18.0	Lake ST	NaN	BRIGHTON	2135.0	1	1	104	R2	TWO-FAM DWELLING	CV - Conventional	Y	HOFFMAN ANN MARIE	NaN	18 LAKE ST	BRIGHTON	MA	2135	2.5	NaN	NaN	NaN	NaN	5,333	4609.0	2951.6	365,300	750,000	1,115,300	$12,156.77	1920.0	NaN	NaN	L - Gambrel	A - Asphalt Shingl	N - Normal	M - Vinyl	A - Average	A - Average	A - Average	5.0	2.0	0.0	2.0	11.0	NaN	M - Modern	S - Semi-Modern	NaN	2F - 2 Full Eat In Kitchens	S - Semi-Modern	S - Semi-Modern	NaN	F - Forced Hot Air	NaN	N - None	0.0	NaN	3.0	A - Average	NaN
182234	182235	2205665000	2.205665e+09	2205665000	14.0	Lake ST	NaN	BRIGHTON	2135.0	1	1	995	CM	CONDO MAIN	FS - Free Standing	N	TWELVE 14 LAKE ST CONDO TR	C/O PI-YAO AILEEN LIU	110 ALGONQUIN ROAD	CHESTNUT HILL	MA	2467	2.0	NaN	2.0	0.0	0.0	4,485	NaN	NaN	0	0	0	$-	1999.0	NaN	NaN	H - Hip	A - Asphalt Shingl	NaN	M - Vinyl	NaN	A - Average	A - Average	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
182235	182236	2205665002	2.205665e+09	2205665000	14.0	Lake ST	2	BRIGHTON	2135.0	1	1	102	CD	RESIDENTIAL CONDO	FS - Free Standing	N	LAI LIU TRUST	NaN	110 ALGONQUIN RD	CHESTNUT HILL	MA	2467	2.0	2.0	NaN	NaN	NaN	2,777	2777.0	1410.0	0	545,100	545,100	$5,941.59	1920.0	NaN	NaN	H - Hip	A - Asphalt Shingl	N - Normal	M - Vinyl	A - Average	A - Average	A - Average	3.0	1.0	0.0	1.0	8.0	A - Average	M - Modern	NaN	NaN	F - Full Eat In	S - Semi-Modern	NaN	NaN	W - Ht Water/Steam	I - Indiv. Cntrl	N - None	1.0	T - Through	1.0	A - Average	N - No
182236	182237	2205665004	2.205665e+09	2205665000	12.0	Lake ST	1	BRIGHTON	2135.0	1	1	102	CD	RESIDENTIAL CONDO	FS - Free Standing	N	137-141 CHISWICK REALTY TRUST	C/O SHIH CHUN	110 ALGONQUIN RD	NEWTON	MA	2467	1.0	1.0	NaN	NaN	NaN	1,401	1401.0	1401.0	0	494,800	494,800	$5,393.32	1920.0	NaN	NaN	H - Hip	A - Asphalt Shingl	N - Normal	M - Vinyl	A - Average	A - Average	A - Average	2.0	1.0	0.0	1.0	7.0	A - Average	S - Semi-Modern	NaN	NaN	F - Full Eat In	S - Semi-Modern	NaN	NaN	W - Ht Water/Steam	I - Indiv. Cntrl	N - None	1.0	T - Through	1.0	A - Average	N - No
182237	182238	2205666000	NaN	2205666000	NaN	KNOWLES ST	NaN	BRIGHTON	2135.0	1	1	902	E	CITY OF BOSTON	99 - Vacant	N	CITY OF BOSTON BY FCL	NaN	KNOWLES	BRIGHTON	MA	2135	NaN	NaN	NaN	NaN	NaN	5,931	NaN	NaN	240,500	0	240,500	$-	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	A - Average	NaN	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
182238	182239	2205667000	NaN	2205667000	NaN	Lake ST	NaN	BRIGHTON	2135.0	1	1	132	RL - RL	RES LAND (Unusable)	99 - Vacant	N	GREALISH MARTIN J TS	NaN	111 HUNTINGTON AV 12TH FLR	BOSTON	MA	2199	NaN	NaN	NaN	NaN	NaN	4,588	NaN	NaN	72,800	0	72,800	$793.52	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	A - Average	NaN	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
182239	182240	2205668000	NaN	2205668000	4.0	Lake ST	NaN	BRIGHTON	2135.0	1	1	105	R3	THREE-FAM DWELLING	CV - Conventional	N	EAGLE PROPERTY HOLDINGS LLC	NaN	AIM PROPERTY MANAGEMENT	CAPE NEDDICK	ME	3902	2.5	NaN	NaN	NaN	NaN	7,380	4291.0	2834.4	464,400	850,500	1,314,900	$14,332.41	1920.0	1990.0	NaN	L - Gambrel	A - Asphalt Shingl	N - Normal	M - Vinyl	G - Good	A - Average	G - Good	6.0	3.0	0.0	3.0	12.0	NaN	M - Modern	M - Modern	M - Modern	2F - 2 Full Eat In Kitchens	M - Modern	M - Modern	M - Modern	W - Ht Water/Steam	NaN	N - None	0.0	NaN	2.0	A - Average	NaN
182240	182241	2205669000	NaN	2205669000	2193.0	COMMONWEALTH AV	NaN	BRIGHTON	2135.0	1	1	319	C	STRIP CTR STORES	319 - STRIP RETAIL/ OFFICE	N	GREALISH MARTIN J TRST	NaN	AIM PROPERTY MANAGEMENT	CAPE NEDDICK	ME	3902	NaN	NaN	NaN	NaN	NaN	12,500	14520.0	7260.0	990,900	1,458,800	2,459,200	$62,143.98	1947.0	2016.0	C - Brick/Concr	NaN	NaN	NaN	01 - Brick	NaN	NaN	G - Good	NaN	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
182241	182242	2205670000	NaN	2205670000	2203.0	COMMONWEALTH AV	NaN	BRIGHTON	2135.0	1	1	985	E	OTHER EXEMPT BLDG	973 - ADMINISTRATIVE BLDG	N	COMMWLTH OF MASS	NaN	2203 COMMONWEALTH AVE	BRIGHTON	MA	2135	NaN	NaN	NaN	NaN	NaN	34,125	7386.0	7386.0	2,138,600	1,342,900	3,489,000	$-	1900.0	NaN	C - Brick/Concr	NaN	NaN	NaN	03 - Poured Concr	NaN	NaN	A - Average	NaN	0.0	0.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks